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Our client is one of the leading technology and security integrators in Romania, with strong IOT/IOE capabilities and an impressive apps incubator. It became the local dominant player in this sector with most of the largest banks, oil companies, shopping malls, large retail players, international manufacturing and distribution companies among its clients.
The company is continuously developing its own software platform, that has unique capability to integrate complex infrastructures of Video and Security systems, Life Safety systems, BMS systems, IT infrastructure, GPS systems, for a very large number of locations, with possibility to integrate any IOT device within a network that is easily scalable and operate from any kind of infrastructure like SaaS, Cloud or from own infrastructure on virtual or physical servers.
Featuring a strong R&D department, we integrate state of the art technology with deep knowledge of real-time security events and data processing.
They are proud of their highly dynamic and effective technical team, they believe in fostering the talent of bright young minds and encourage all of their team members to add real value to their products and solutions. They leverage the power of AI and deep learning method to deliver the most innovative solutions and real added-value to their clients. We are looking for new talents to help them to grow and to continue to develop new cutting-edge products and solutions, as well as to gain international reputation and recognition. They aim high in order to become the leading supplier in integrated security systems.
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On the other hand, OLED has only been present since 2013, which doesn't give material for quality analysis. Until then we can only rely on Lee Byung-Chul's (Vice president for LG Electronics) claims that the lifespan of their OLED TV's is now up to 100,000 hours, which is equal to 30 years of watching the TV for 10 hours a day Longer Lifespan. When compared to OLED displays, another advantage of QLED display is a longer lifespan. Take note that color-specific organic materials in an OLED panel have varying degradation rate. Blue materials degrade faster than red and green ones. Over time, an OLED panel will develop noticeable burn-in due to the faster degradation of. With that being said, LED/QLED is the winner clearly in this comparison. 8. Lifespan. According to LG brand, you have to watch OLED TV for at least 54 days, 5 to 6 hours a day before its brightness decreases by 50%. Well, it is too soon to tell whether it is true claim or not as OLED TVs have been in the market only since 2013 Flat-panel LCD TVs have a lifespan newly approaching 100,000 hours on average. The lifespan of an LCD TV is generally longer than that of similar-sized plasma televisions. Some manufacturers even claim that their LCDs can last upwards of 100,000 hours when used continuously under controlled conditions (e.g., in a room with standard lighting conditions and 77° temperatures throughout) The generally accepted method for measuring lifespan is the number of hours of use until the TV is half as bright as it was when new (half brightness). The TV is still watchable, it's just not as..
LG says you would have to watch its OLED TVs five hours per day for 54 years before they fell to 50% brightness. Whether that's true remains to be seen, as OLED TVs have only been out in the wild.. Simply put: OLED has a fairly limited lifespan of about 8 - 10 years at top performance, steadily dropping thereafter. LED has a lifespan of about 8 - 13 years before it may drop in performance. A television's lifespan is going to depend on how well it was made, the quality of the components, how much you use it, and how well you care for it I have just bought one so ask me again in 5 and 10 years time. Seriously, I have heard figures ranging from 8-10 years. As far as I can tell the organic components degrade over time irrespective of (reasonable) hours of use. If I can get 10 years.
Here is the original test (here's a video summary if you're lazy) also @ /u/IMeganElisabeth.Keep in mind their test logo is absolutely insane (many absolute colours, massive size), and the TV's were run for 4 weeks at 20 hours a day before it was significantly noticeable on the 100% on, and only in the red (by far the biggest colour) They are durable, sturdy, and have a longer lifespan of 60,000 to 70,000 hours. Disadvantages of QLED Displays: They are not power-efficient as the display is always on even when playing a dark scene; Has a poor viewing angle, look at it from the sides and you will see that it is unclea The team found, at the conclusion of their study, that their method had improved quantum efficiency by 21.4% and increased the QLED lifetime to a million hours. Samsung plans to invest $11 billion.. Back in 2016 The Korea Times reported that LG OLED TVs had a lifespan of over 100,000 hours (11 years of constant use). Is OLED better than Qled? QLED comes out on top on paper, delivering a higher brightness, longer lifespan, larger screen sizes, and lower price tags. OLED, on the other hand, has a better viewing angle, deeper black levels. At the CES 2017, Samsung rebranded their 'SUHD' TVs as 'QLED'; later in April 2017, Samsung formed the QLED Alliance with Hisense and TCL to produce and market QD-enhanced TVs. Quantum dot on glass (QDOG) replaces QD film with a thin QD layer coated on top of the light-guide plate (LGP), reducing costs and improving efficiency
Sony's OLED Lifespan Rated At 17,000 Hours Greg Tarr ⋅ Published: May 7, 2008 Austin, Texas — Sony's much publicized XEL-1, which is the first commercially marketed OLED TV, has a calculated panel lifespan of 17,000 hours, less than that estimated by Sony, according to a report from market research firm DisplaySearch , an NPD Group company Lifespan of Samsung LED TV? I bought my series 6 Samsung LED TV in Jun 2010 and its already showing signs of breakdown. There are horizontal (sometimes vertical) lines running across the screen that cast an opaque overlay on the screen. There are still pictures but its not defined and a little obscured Since OLED are organic, their lifespan comes into question. While red and green OLED films have longer lifetimes (46,000 to 230,000 hours), blue organics currently have much shorter lifetimes (up.. All device lifespan depends on hours of usage. If it's at a discount, a display unit is OK but depends on the discount. You are gambling the cost savings vs the wear on the device. We can't decide for you. I bought a display 4K TV, about $200 cheaper than normal cost. So far happy with it
Answered October 21 · Author has 211 answers and 77.9K answer views. According to manufacturers, the lifespan of an LED TV varies between 4 and 10 years (between 40,000 and 100,000 hours), depending on usage and maintenance. Of course, factors like type, brand, location and environment play a crucial role In an interesting story about how LG Electronics' OLED quality control - and how the company tests its OLED TVs before shipping, the Korean company also reveals that its latest OLED TVs feature a lifetime of 100,000 hours - or 30 years of 10 hours per day
As a result, Samsung researchers achieved industry-leading results such as 20.2% improved luminous efficiency, 88,900 nits of maximum luminance, and 16,000 hours of QLED lifetime. These results were recorded in a study titled Efficient and stable blue quantum dot light-emitting diode, which was published by the journal Nature on October 14, 2020 The latest test, though, seems more sensible in its approach - and suggests that the latest OLED TVs can suffer with screen burn after as little as 4,000-5,000 hours of use Flat screen longevity with newer sets is surprisingly short. OLED panels are rated at 100,000 hours, but the other components can't be expected to last that long. LEDs are finite as well. I know of several sets in the 3-8 year range dying for one reason or another. Plasmas seem to just keep going. My Samsung LED just succumbed to some leaky capacitor It looks like you're logging about 4-5 hours a day, so as long as that seems fine to you, it's fine. OLEDs definitely do have a lifespan, but it's affected by the content you watch, and the settings you watch it at. If you have your settings cranked, you'll get a reduced lifespan
In 2016, though, the company increased this to 100,000 hours, or 30 years of watching 10 hours of TV a day. In contrast, LCD panels with LED backlights have a life expectancy of six to 10 years, according to one study As a rough guide, most LEDs intended for lighting applications offer L70 values of 50,000 to 60,000 hours, although with improved manufacture of the high brightness LEDs used for lighting, some manufacturers are now quoting figures of 100 000 hours. Factors affecting LED lifespan. There are a number of factors that affect the useful LED lifetime Lifespan and Aging. OLED manufacturers claim that their OLED panels will last for 54 years if used for 5 hours a day until they lose their 50 % brightness levels. And whether it's accurate continues to be seen, because OLED TVs have been out in the field since 2013 Nonsense. The LG OLED screens don't experience this problem at all. The pixels provide white light, that turns into a color with a filter. LG states their OLED TVs have a lifespan of 30,000 hours, which is equal to watching TV 3 hours per day, for 27 years
Assuming the latter, less optimistic 20,000 hour figure, you're talking about 2.25 years of 24/7 viewing, or about 11 years at the 5 hours per day the Nielsen Corporation says that TV viewers. So OLED is much better in terms of viewing angles than QLED. SIZE. When it comes to the size of TV, then QLED is ahead in many respects from OLED. Where the maximum size of OLED is up to 55 inches, in QLED it is more than 100 inches. Lifespan Winner: QLED. Lifespan. LG says you would have to watch its OLED TVs five hours per day for 54 years before they fell to 50% brightness. Whether that's true remains to be seen, as OLED TVs have.
LCD and LED TV sets are vying for a share of the television market today, and one factor that everyone looks at closely, is the lifespan of each of these TV sets. The different lamps used in both influence their lifespans, and this is a decisive factor for many people. In this Techspirited article, we shall talk about the lifespan of each Lifespan. LG says you'd have to watch its OLED TVs five hours a day for 54 years before they'd fall to 50% brightness. Whether that's true remains to be seen, as OLED TVs have only been out. QLED technology is easier and less expensive to produce at larger sizes. Samsung's 85-inch Q900TS 8K QLED TV is only $8,000, while its largest consumer model currently measures 98 inches. Winner: QLED. Lifespan. LG says you would have to watch its OLED TVs five hours per day for 54 years before they fell to 50% brightness Samsung Electronics says it has developed an industry-leading Blue QLED technology with 20.2% improved luminous efficiency with 16,000 hours of lifetime. resulting in a short lifespan and low. (1) Usually only with a lifespan of 5,000 hours; 10,000 hours lower than LCD at least. (2) Large quantity production of large-size screens is not available. It is therefore, only applied to those portable digital products. (3) Problems of color purity still remains: it is difficult to display fresh and rich colors. (4) Water can easily damage OLED
A months-long OLED TV burn-in test on LG models show that after 4,000 hours, logos and static images were vulnerable to permanent image retention, much less than the South Korea electronic company. QLED provides better brightness levels, longer lifespan, and larger screen sizes at lower price tags. While OLED provides better viewing angles, deeper black levels, and is healthier for your eyes. The decision to choose between the two could be subjective but based on overall performance and picture quality, OLED is the winner Even better, the MicroLEDs are made of long-lasting inorganic materials, which allows a lifespan of 100,000 hours or more than a decade! Terrace QLED 4K UHD HDR Smart TV . Samsung www.samsung.
The Samsung Advanced Institute of Technology (SAIT), the R&D hub of Samsung, announced Tuesday that it has successfully developed blue Quantum Dot light-emitting diode (QLED) technology, achieving industry-leading results such as 20.2% improved luminous efficiency, 88,900 nits of maximum luminance and 16,000 hours of QLED lifetime (measured at half-brightness for 100-nit luminance) . we will announce upgraded QLED TVs and the new Mini LED lineups, Choo. TCL's 4K QLED additions which include C815 and C715, features the world-leading Quantum Dot Display technology. As per the company, Quantum Dots, when struck by light, will emit the most finely-tuned RMB colors, helping the TV display billions of colors, reproduce 100 percent DCI-P3, and maintain a longer lifespan of the display up to 60,000 hours
Overcome another challenge by developing Blue QLED technology. But now SAIT has successfully developed the blue QLED technology, achieving cutting edge results like 20.2% improved light efficiency, 88,900 nits of peak luminance and 16,000 hours of QLED life (measured at half brightness for luminance of 100 nits) , however, as Samsung announced in October that it's investing $11 billion by 2025 to build a plant capable of manufacturing true QLED TV screens that self-illuminate Quantum Dots -- when struck by light -- emit the most finely-tuned RMB colours, thus, helping the TV to display billions of colours and reproduce 100 per cent DCI-P3 and maintain a longer lifespan of the display of up to 60,000 hours. The C815 premium 4K QLED TV comes with built-in subwoofer and offers 4K QLED display, quantum dot technology.
In many cases, the QLED TV comes out on top, in part to having the advantage in brightness, capability, size, and lifespan. While not perfect, the black levels and off-angle viewing are vastly improved. For most people, it will make more sense to purchase the QLED over the OLED, simply thanks to it offering a better picture during daytime hours QLED is a marketing term, whereas organic light-emitting diodes (OLED) is a display technology. QLED refers to the quantum dot film used by manufacturers to improve brightness and color reproduction. Samsung pioneered this technology in 2013, but soon started licensing it to other companies, like Sony and TCL
An 88-inch 8K OLED is available nowadays. There are lesser limitations on QLED display sizes, and Samsung's largest consumer model currently measures 98 inches. Lifespan. LG asserts a viewer will have to watch OLED TVs made by Samsung for five hours per day for the next 54 years before their brightness fell to 50% We investigated the risk of OLED burn-in by displaying varying content 20 hours a day on a brand new LG E8 OLED TV for more than 6 months. We found no sign o.. Samsung claimed its MicroLED TV has a lifespan up to 100,000 hours, or over a decade. They can also express 100% of the DCI and Adobe RGB colour gamut, the company said
Showrooms & Hours. Our Showrooms Auburn (CLOSED) Shop A2, 100 Parramatta Rd, Auburn, 2144 (Red Yard Entertainment Centre) Samsung QA75Q9F 75 Inch 190cm Smart 4K Ultra HD QLED TV. 4.0 from 5 reviews. 4.0 from 5 reviews $ 6,999 $ 6,000 (46%) off RRP of $ 12,999. Brand New Runout $ 6,000 (46%) off RRP of $ 12,999. More info QLED vs OLED: What's the difference, and why does it matter? By Simon Cohen Looking for a new TV? Then you're about to be faced with two similar-sounding terms: QLED and OLED. If you judged them..
Seven problems with current OLED televisions. Organic light-emitting diode (OLED) is the most exciting display technology since plasma, but there are a few things it needs to overcome before. OLED vs 4K. OLED (Organic Light Emitting Diode) is a technology to create displays with different resolutions. 4K Ultra High Definition (UHD) refers to a horizontal screen display resolution. The dominant 4K standard are 3840 x 2160 (television and consumer media), and 4096 x 2160 (movie industry) Its 4K QLED additions- C815 and C715, also come loaded with the world-leading Quantum Dot Display technology. Quantum Dots, when struck by light, will emit the most finely-tuned RMB colors, helping the TV to display billions of colors, reproduce 100% DCI-P3, and maintain a longer lifespan of the display up to 60,000 hours Lifespan. The biggest technical problem for OLEDs is the limited lifetime of the organic materials. One 2008 technical report on an OLED TV panel found that after 1,000 hours, the blue luminance degraded by 12%, the red by 7% and the green by 8% Also, note that the life expectancy of the backlights on LCD TFT monitors is 20,000 hours with 90% confidence. If you let your monitor run 24/7, you will reach that 20,000 hour life expectancy in about 2.25 years. If you run it only 10 hours a day, you'll reach the 20,000 hour life expectancy in about 5.5 years
.2% improved luminous efficiency, 88,900 nits of maximum luminance and 16,000 hours of QLED lifetime (measured at half-brightness for 100-nit luminance) Extreme case, where TVs are running 20 hours a day with the same 5.5 hours loop. You will get a better lifespan at home if you use the TV less and with more varied content. Conclusion. The goal of this test is to get more information on the burn-in issue on TVs and how it affects their lifespan
Normally a plasma TV has a half-life between 30,000 to 60,000 hours, meaning that the unit will loose around fifty percent of its brightness during this time of service. For instance if a plasma TV was left on for eight hours a day the expected half life would range about 9 years. If however the plasma TV were left on for only 4 hours daily. 2013 LG for its OLED-TVs have a life span of 36,000 hours promised. In the year 2016, the service life was increased to 100,000 hours. Thus was the life of the LCD display (about 70,000 hours) is significantly exceeded. The Display is operated per day for 10 hours, they come with a lifetime of 100,000 hours to about 10 years
The Q6FN, while at the lowest end of Samsung's 2018 QLED TV family in terms of specs, offers a more budget-friendly option compared to the brand's best QLED TVs . (Looking for a newer TV? Check. There is a new TV in the town called QLED. Samsung released the first QLED TV at CES 2017 and called it a trademark, but it did not completely retain this abbreviation for itself. Samsung sources told Digital Trends that they hope other companies will also use the QLED nickname for their quantum LED TVs While OLEDs are generally expected to fade in time, Samsung says its MicroLEDs will keep going for around 100,000 hours - that's over 11 years of non-stop use. Thirdly, MicroLEDs are very power-efficient, largely because there's no need for a colour filter for them to shine through When deciding between LCD vs. OLED TVs, energy efficiency is a consideration for some users. While LCD technology uses tiny light-emitting diodes behind liquid crystal displays for designs that are remarkably thin and energy-efficient, OLED televisions offer stunning ultra-thin silhouettes and remarkable standby energy consumption due to OLED's ability to completely switch off black pixels It is not surprising that people are reading one Hisense TV review after another. According to estimates, there were more than 100 million 4K TVs sold in 2018 alone
According to the researcher's figures, quantum efficiency is up over 21 per cent with the new dots, and QLED lifetimes have been extended beyond a million hours (>114 years) QLED, short for quantum dot light-emitting diode, is a variation of LED technology used in existing HDTVs and computer monitors. It includes a quantum dot film that helps differentiate each pixel being backlit. If you leave a single, static image on an OLED TV for an extended period of time - around 100 hours or more - that.
The QLED TVs manage to complete the transitions within 8.3ms but in the absence of an instantaneous pixel transitions, they don't have the same level of motion clarity as OLED TVs Lifespan. LED TVs have been around for a significant amount of time and have proven that they can reliably last through up to 100,000 hours of use. OLED TVs are unproven when it comes to lifespan due to their recent development and limited use in that time span
. It also has the better outlook in being able to evolve further and better, as Samsung has revealed a version of QLED that does use emissive technology, much like OLED and plasma. Known as direct-view quantum dot, it dispenses with the liquid. What is the life span of Samsung's signature Qled 75 inch tv? Well guys, mine is 2 years and 5 months and clouded blur blotches on the screen. Also Samsung will void your warranty if not installed by their preferred installers and no ones advises Samsung estimates a lifespan of around 100,000 hours, or up to ten years. In The Wall, these MicroLEDs are placed in modular panels that can be combined to create a TV of any size. However, the 110-inch TV is offered to consumers in a more traditional form
. A Samsung UN49MU6500 is an American 49-inch TV, while a Samsung UN65MU6300FXZA is an American 65-inch TV. An M- or an MU- means the TV is from 2017, as are all of the QLED TVs (the Q9F, Q8C, Q8F, Q7C and Q7F). What is the difference between Samsung 6 series and 7 series TV? Function Using Dark mode and watching videos with a lot of black or dark scenes could add up to hours of additional battery life. (Hello, Game of Thrones reruns!) Generally, OLED is a power saver, and this. Immersive And Incomparable: The Factors Behind The Success Of Samsung's QLED TVs . 3 minutes ago . Across the region and beyond, entertainment is a priority for millions of people. Lahor (Pakistan Point News - 04th November, 2020) Across the region and beyond, entertainment is a priority for millions of people. Technological advancements have. According to Korean media, in order to speed up the construction process of the OLED module factories in India, Samsung Display sent about 100 engineers to India for support, and these engineers were on a chartered flight to the Indian factories on November 6. According to the report, Samsung Display is.
4K QLED Series C815, premium 4K QLED TV with built-in Subwoofer is available at a starting range of INR 69,990 and comes in three variants: 55-inch (69,990 INR), 65-inch (99,990 INR)and 75-inch (1,49,990 INR). The TV offers 4K QLED display, Quantum Dot technology, Dolby Vision &Dolby Atmos, HDR 10+, 120 Hz MEMC (65'' inch and above)for smoother motion and making action-packed scenes look. Samsung estimates a lifespan of round 100,000 hours — or as much as a decade. Within the case of The Wall, these MicroLEDs are put into modular panels that may be mixed to create a TV of just about any dimension — if you happen to've obtained the scratch to pay for it. shopper QLED 4K and 8K TVs subsequent month throughout a.
When Samsung debuted its first 8K QLED TV it was mightily impressive and mightily inaccessible - and while Samsung says QLED TV sales have increased by 200% year-on-year, owning an 8K TV is a pipe-dream for many. Coming in 65, 75, 82,Full Revie LG claim a much longer lifespan, saying users could OLED TV for eight hours a day for 10 years. OLED sets also use a bit more power than conventional TVs, but if you can afford the higher price. The Samsung PRO Endurance microSD Card is perfect for always-on recording devices with a best-in-class lifespan of up to 43,800 hours. Get up to 5 years of around-the-clock use from the industry leader Overcoming Another Challenge by Developing Blue QLED Technology . But now, SAIT has successfully developed blue QLED technology, achieving industry-leading results such as 20.2% improved luminous efficiency, 88,900 nits of maximum luminance and 16,000 hours of QLED lifetime (measured at half-brightness for 100-nit luminance) Up to 10 hours of battery life² (OS) software over the course of a device's lifespan - this means that your product might ship with a more advanced OS than specified. Add to wishlist. Add to basket. Quick view-7%. Samsung The Frame (2020) QLED Art Mode TV with No-Gap Wall Mount, 55 inch ৳ 259,800


Pir and light manual
AXISTPIRMotionDetectorSeries Functions ThePulseCountswitchcanbesetintwodifferentmodes,[HOST]2isthedefaultmodeandisrecommendedtouse. To change from AUTO MODE to MANUAL MODE, switch power off at the light switch for about 4 seconds, then switch back on. The lens pir and light manual costs only a few cents and can change the breadth, range, sensing pattern, very easily. He showed me a way of changing the light to PIR mode (ie it only comes on when motion is detected), by switching the switch on and off. SGLL 24 PIR Light Fixture pdf manual download. An outside light with a built in PIR is an energy efficient way of ensuring that your home is illuminated at the right time. For example, the PIR can be configured to work only during daylight (Day. save this manual for future reference please charge the unit for 3 days of good sunlight, or 7 days of overcast weather, to give a good base charge to the batteries. Once the PIR has been initially set, check all fixings and electrical connections and when safe, reinstate the power Note - During the first 48 hours of operation, the PIR may cause the LED floodlight to operate as it self adjusts to the ambient light level of the installation OVERRIDE FACILITY - the PIR sensor is quipped with this function.
This will often automatically reset the sensor for many models of motion detector light. It will welcome visitors and light their way or can be used to light pathways, gates or other areas where people pass through after dark. Naturally, the area where you want to place your PIR Security Lights & Motion Sensor Lights will mostly determine which kind to go for.To turn off your floodlights after a power cycle, use the manual "lights" control in your Ring app. Free 2-day shipping. Illuminate pathways, entrances, gardens and outbuildings with a range of robust and energy efficient exterior lighting.
W for electronic PL lamp (Philips, Osram only). The TSOS5 is an occupancy sensor with the addition of an always-on switch/5(). The fixture includes an adjustable infrared motion sensor (both activation distance and on-time can be changed) which automatically turns the light on when motion is detected. Night Eye PIR Light Controller MLSAN ° PIR Light Controller MLB W Night Eye PIR Light Controller - Black MLW W Night Eye PIR Light Controller - White SLB W PIR Light Controller – Black SLW W PIR Light Controller – White SLBCB Corner Bracket for PIR Light Controller SLWCB.
This video is a step-by-step. All Energy Saving LED PIR Motion Sensor Bulkhead Light with Manual Override k Daylight. Turn the dial anticlockwise to decrease the luminosity threshold. Sep 18, · Learn about the PIR sensor HC SR with explanation of its working, pin diagram and description, dimensions, range and PIR sensor datasheet. Dec 01, · How To Wire PIR Motion Sensor Light Switch Correct Wiring probably saves an expensive PIR Sensor from an irrecoverable malfunction and annulment of any Warranty terms. W for low voltage halogen light. Designed with an extensive “minor motion” area where even slight body movements will be detected. No more fumbling for a light switch in the dark with my arms full of groceries!
View and Download Lithonia Lighting SGLL 24 PIR installation instructions manual online. When movement of heat source (i. PIR-1 OWNER’S MANUAL have been programmed into the unit. Permissible Loads: W for incandescent light. An outside light with a built in PIR is an energy pir and light manual efficient way of ensuring that your home is illuminated at the right time.
W for low voltage halogen light. Try Prime Hello, Sign in Account & Lists Sign in Account & Lists Orders Try Prime Basket. This PIR Sensor has an extra feature of manual override. Nov 24, · Hi Guys, I am doing a job where the customer has a pir sensor controlling an outside light. If your security lights simply won’t work, it might be because they’re not receiving power.
This user’s manual contains important information about your Motion Sensing Hands Free Socket’s operation. Camtraptions PIR Motion Sensor v3 Manual Page 4 Primary Controls The PIR is configured via three dials and a bank pir and light manual of six switches on the front. Security Lights with Motion Sensor, MEIKEE 10W PIR Light, Super Bright.
Light ON Time: Adjustable from about 6 seconds to 12 minutes. mounted lower than. W for fluorescent light with electronic ballast.
The PIR sensor can vary its behaviour depending on the ambient light level. Ceiling PIR Light Controller. Sep 08, · My electrician put in a security light a few years back and I can't remember how to activate the PIR sensor. Nov 06, · Using the power of the sun, light any dark area and add extra security with the Sunforce Solar Motion 60 LED Security Light. Our outdoor security lights can be used on outdoor walls, entrances, side passages and outbuildings. Toplimit Manual Sensor Light Socket, PIR Motion Detector Screw Bulb Adapter, Auto E26/E27 on/off Night Light Control, Garage, Closet, Basement, Laundry Room, Porch, Storage Room Intensified Lighting Fixture - - [HOST]2/5(1). FREE next day delivery available, free collection in 5 [HOST]: £. pir and light manual PIR New Modern Stylish Outdoor UP and Down Light IP44 Outdoor Certified - Manual Override.
Cast aluminum construction,black finish with frosted glassBrand: Home Decorators Collection. The sensor has a built-in accelerometer to detect any tampering of the device. ZV Specifications Supply Voltage: VAC pir and light manual 50Hz. It also includes a photocell with manual override to ensure the light stay off during daylight hours. It will only turn on in the dark. Cast aluminum construction,black finish with frosted glass. Leave the control set at this point.
We offer a range of different security lights to suit every need. We added a SPDT Switch, with center off, and connected the center pin to +5vdc, and the two outer pins to. It seems that most small hobbyist sensors use the BISS ("Micro Power PIR Motion Detector IC"), undoubtedly a very inexpensive [HOST] chip takes the output of the sensor and does some minor processing on it to emit a digital output pulse from the analog sensor. To revert back to PIR operation, switch off for about 30 seconds and then back on, the light will come on until the PIR resets itself for day/dusk settings. Dials The dials pir and light manual control the following functions: Sensitivity – See Page 14 Time Variable – See Page SAFETY AND INSTALLATION INSTRUCTIONS Model: FLBPIR 24W Low Energy Floodlight with PIR immediately switches the light on when movement is detected. Occupancy mode provides automatic ON/OFF control of lights or vent fan based on motion detected in the pir and light manual room. This light automatically turns on .
I also wanted a override switch for times I pir and light manual want the light to stay on, or off. If you are installing this unit for use by others, you must leave this manual—or a copy of it—with the end user. Wait until the natural light falls to the required level that you wish to . Remove one of the bulbs and test the . After sunrise, the unit will revert from the manual mode to motion-sensing mode. Provolt™ Series PIR Occupancy Sensors Provolt™ Series Passive Infrared (PIR) Occupancy Sensors DESCRIPTION The Leviton Provolt™ Series combines line voltage occupancy sensors and photocells pir and light manual into a self-contained unit.
out of 5 stars £ Automatic Sensing(PIR and Light): The light will light up when you get within 15 feet and will go out 15 seconds after you walk out of its sensing range. [HOST]: pir with manual override. This is a pretty good idea for manufacturing: the PIR pir and light manual sensor and circuitry is fixed and costs a few dollars. security light from operating during daylight hours. Troubleshooting Common Problems with Your Security Lights Also, check that the light has a proper view of the area it’s covering.
• pir and light manual Vandal resistant PIR lens. 2 way light. out of 5 stars 1, Along with the pyroelectic sensor is a bunch of supporting circuitry, resistors and capacitors. During MANUAL MODE or AUTO MODE, switching pir and light manual power off at the light switch for over 30 seconds will reset the PIR detector to WARM-UP period (after which the unit will automatically revert to AUTO MODE).
Selecting OFF disables this feature. The lamp really sensational! Along with pir and light manual motion detection the device measures the temperature and light intensity. ss solar pir utility light user manual read and follow all instructions before operating your solar light. PIR LIGHT SWITCH Cat No. 20pcs High-Bright LEDs: Powerful 45 lumens LED lights offer perfect amount of light, never stumble in the dark.
• Once lighting is on, detection by either technology holds lighting on. Turn off the circuit breaker that powers the motion sensor light for a minimum of 30 seconds, then turn it back on. The unit should now enter manual override mode until dawn when it will reset to its normal operation. troubleshooting. Photocell with ambient light override prevents lights from turning on when there is ample natural light; Manual override turns lights on at any time regardless of override setting; Manual delayed-off-time settings: (10, 20 and 30 minutes) compensates for real-time occupancy patterns, preventing unnecessary on/off switching - with second test. box contents. 1.
, 6 hr. Most of the real magic happens with the optics. Light Settings Tap on the "Light Settings" tile for access to the advanced floodlight controls including Motion Control Settings and Light Scheduling. M 10/09 IMPORTANT! PIR Motion Sensor Tutorial: Pyroelectric ("Passive") InfraRed sensors:'''What is a PIR sensor?
A range of safety and security lighting and cameras with lights pir and light manual from top trade brands. Sep 03, · New to the forums. PARTS INCLUDED - PIR Sensor unit. PIR MOTION Sensor For Light Control With Manual Override, HC-7D. HC-7D sensor switch can detect the pir and light manual infrared Rays released by human body motion within the Detection area, then start the load-light automatically.'''PIR sensors allow you to sense motion, almost always used to detect whether a human has moved in or out of the sensors range.
MANUAL OVERRIDE MODE At night, to switch the unit into manual override mode, turn off the power using the internal wall switch/circuit breaker then switch back on within one second. This automatic staircase light circuit can be easily explained. I currently have it attached to the wall, by the stairs, so that when I . W for electronic PL lamp (Philips, Osram only).
The integrated design alleviates the need for separate power pack and occupancy sensor wiring. Your solar security light comes preset and will be activated when motion is detected at dusk. • In normal operation, the DT turns lighting on when configured that one or both the PIR and ultrasonic technologies detect pir and light manual occupancy.
Do not attempt to modify the light or PIR sensor unit, there are no user serviceable parts inside. OxyLED Wireless Motion Sensor LED Light Model: TU User Manual Description Using both infrared (PIR) technology to detect body heat and the human motion sensor (within 3m), the OxyLED TU Wireless Motion Sensor Light turns on or off based on occupancy and ambient light levels. Some models require the breaker to be off for as long as an hour to reset the motion detector.
Black Outdoor Wall Twin LED Spot Light PIR pir and light manual Manual. PIR sensors are rather generic and for the most part vary only in price and sensitivity. * The duration the light is left on for can usually be set by the user. There is also an On-off switch on the bottom of the device. PIR Sensor.
The PIR outside lights can be placed to illuminate path ways, patios or any external region of a home. Light ON Time: Adjustable from about 6 seconds to 12 minutes. PIR New Modern Stylish Outdoor UP and Down Light IP44 Outdoor Certified - Manual Override. They are small, inexpensive, low-power, easy to use. The SA Passive Infrared Sensor (PIR) is a stand alone motion sensor suitable for automatic switching of security applications in domestic, commercial or industrial premises. pir and light manual Whenever PIR sensor detects any body movement, its OUTPUT pin becomes HIGH, which applies the triggering voltage to the base of the transistor, transistor get ON, and current started flowing through the coil. Once activated, the light is on for minutes but this setting can be manually over-ridden if you prefer the light to be on all the time.
, until dawn). Such PIR pir and light manual security lighting systems are available. The lamp really sensational! Set up a PIR sensor detector that has a security light attached to it so that the light is activated when heat is detected. Rotate the Light Level Dial clockwise pressing the PIR Sensitivity at Medium •To set the light level at which you want to inhibit the sensor from turning on, put DIP 6 in DOWN position and simply rotate the Light Level Dial to adjust the light level •To enable Restroom Mode, ensure that DIP 8 is UP. For added security, this stylish lantern has an integral PIR Sensor which activates the light when it senses movement within a degree, 6M range making it ideal for deterring intruders.
e. There is also an On-off switch on the bottom of the device. Adjust the switch controlling the motion sensor pir and light manual light to have it stay on full brightness for one full night. The dual output facility operates the attached lighting load at two light levels during the hours of darkness: high power security output when it senses movement within its detection field, dimmable courtesy output to provide an attractive low level of light when no movement is detected. Night Eye PIR Light Controller MLSAN ° PIR Light Controller MLB W Night Eye PIR Light Controller - Black MLW W Night Eye PIR Light Controller - White SLB W PIR Light Controller – Black SLW W PIR Light Controller – White SLBCB Corner Bracket for PIR Light Controller SLWCB.
It has many advantages, but for me the biggest are the magnets built into the holder and the lamp. By far, PIR Security Lights & Motion Sensor Lights wall lights dominate the security light sector, but did you know that you could also opt for some ceiling ones instead? To adjust the light level control, turn the LUX control fully clockwise (J». It also includes a photocell with manual override to ensure the light stay off during daylight hours. Use the occupancy sensor when you want full automation of your light and ventilation fan. SGLL 24 PIR Light Fixture pdf manual download. Cat.
ss solar pir and light manual pir utility light user manual read and follow all instructions before operating your solar light. Mar 08, · DIY Motion Sensor Light using LED Bulb and PIR Sensor Narasimha March 8, 7 Comments This project is a DIY Smart Light Adapter – which aims to build a smart light bulb based on your ordinary light bulb (which can be a CFL or an LED lamp) and a PIR sensor. pir and light manual A passive infrared (PIR) sensor detector looks for pir and light manual changes in the heat signature of an area before reacting. It will welcome visitors and light their way or can be used to light pathways, gates or other areas where people pass through after dark. • Light ON times adjustable from 5 seconds to 18 minutes • Scrolling red LED System Live on the front of the PIR acts as advance deterrent • Adjustable light level control • Manual ON/OFF override • Optional holiday mode between 1 and 8 hours • Direct mou. PIR Outdoor Lights is a light that is fixed to the external area of a property that uses an infra-red sensor to activate the light. So, I took an Arduino, added a PIR sensor, a SSR, a SPDT switch, two 10k ohm resistors and whipped up a small sketch to pir and light manual glue it all together.
1.Camtraptions PIR Motion Sensor v3 Manual Page 4 Primary Controls The PIR is configured via three dials and a bank of six switches on the front. Also for: Slwl. The dual output facility operates the attached lighting load at two light levels during the hours of darkness: high power security output when it senses movement within its detection field, dimmable courtesy output to provide an attractive low level of light when no movement is detected. Enjoy! It has many advantages, but for me the biggest are the magnets built into the holder and the lamp.
If motion is sensed, the light turns on full bright for the ON-TIME (1, 5, or 20 minutes) then returns to dim mode. Motion Control Settings. It is likely that such data, software, or other materials will be lost during service and URC will not be responsible for any such damage or loss. Package Included: 2 x Solar PIR Motion Sensor Light 2 x Expansion pillar-hinge 2 x Installing Screws 2 x key pin 1 x User Manual 2 Pack- 20LED Solar Power PIR 3/5(15). A CdS light sensor can be added to prevent the pir and light manual lights from activating if light level's are considered sufficient (user programmable). HC-7D sensor switch can detect the infrared Rays released by human body motion within the Detection area, then start the load-light automatically. Dec 01, · How To Wire PIR Motion Sensor Light Switch Correct Wiring probably saves an expensive PIR Sensor from an irrecoverable malfunction and annulment of any Warranty terms.
The fixture includes an adjustable infrared motion sensor (both activation distance and on-time can be changed) which automatically turns the light on when motion is detected. If you require the light to activate earlier, wait until pir and light manual the ambient light level reaches the level of darkness at which you wish the lamp to become operative, SLOWLY rotate the control in a clockwise direction until a point is reached where the lamp illuminates. - Instruction manual. For example, the PIR can be configured to work only during daylight (Day.
Sep 03, · When Light Switch is ON I want the Light to come ON (PIR Off at this point) When Light Switch is OFF I want the PIR to come ON working with the Light So in essence, i want to control light ON\OFF with the light switch but when in Off mode, the PIR will take over controlling the light on ON\OFF. ZV Specifications Supply Voltage: VAC 50Hz. Light comes on half bright for selected time after dusk (Off, 3 hr. Turn the dial anticlockwise to decrease the luminosity threshold. Just confused how i would wire this?
they say previously they used to be able to leave it on the sensor when switch was in the off position, and have the light permanently on when they switched the switch to the on position. out of 5 stars MEIKEE 10W PIR Light, Super Bright Lumen LED Sensor Flood Lights Outdoor, IP66 Waterproof Perfect for Garage, Garden and Forecourt. The PIR sensor can vary its behaviour depending on the ambient pir and light manual light level. PIR VAC, 60 Hz, W Max. Jun 06, · The Ultimate Solution.
SLFML Controller pdf manual download. PLEASE READ CAREFULLY AND SAVE. No Power. If you use your outside lights all the time, you would like to have the light stay ON when you’re outside entertaining or you’ve heard noises and want the light to remain ON for the rest of night, there is a special switch you can change to which will make overriding the sensor really simple if the method mentioned above is not suitable. The FIBARO Motion Sensor is a battery powered device, designed to be installed quickly and easily on any surface. Buy 72 LED Street Lights Solar Powered PIR Motion Sensor Garden Lamp Outdoor Wall Light for Driveway Patio Garden Garage White at [HOST]nd: Anself. Switch the light off pir and light manual at the wall and count off four seconds for Defiant's models and one second for a typical Heath Zenith, then switch it back on.
So when switch is "off" then light is controlled by PIR, and when switch is "on" then light is permanently on. Trying, and failing, to find a simple direct-equivalent replacement for an old outside light, with a PIR, that also has a manual switched override. • Convenient pushbutton provides manual-ON/OFF light switching at any time • Two dual element PIR sensors used to widen detection range • Segmented Fresnel lens provides optimum sensitivity and performance. View and Download Lithonia Lighting SGLL 24 PIR installation instructions manual online. box contents. - Instruction manual.
Order online at [HOST] Can be installed at a garage door, on a fence or on a front door to light an entrance. Dials The dials control the following functions: Sensitivity – See Page 14 Time Variable – See Page A normal PIR will be bypassed and thus switch the light on for an indefinite period if the switch that supplies it is switched of and back on again within pir and light manual a couple of seconds. Camtraptions PIR Motion Sensor Manual Page 14 Luminosity Threshold Dial Turn the dial clockwise to increase the luminosity threshold.
Not sure if the override pir and light manual has the option to be timed though. View and Download Timeguard SLFML installation & operating instructions manual online. Mar 27, · TopGreener TSOS5-W In Wall PIR Motion Sensor Light Switch Easy Automation Add simple light automation to your home with the TSOS5 Motion Sensor Switch. Instructions for setting up the PIR are similar to setting up a.
The motion sensing features will continue to work as described in this manual. person, dog or car) within PIR zone is pir and light manual detected by the sensor, it automatically switches on the light or other connected load. Weaknesses of PIR sensors In order pir and light manual for a PIR sensor pir and light manual to work well most of the time, they are designed with certain limitations. PARTS INCLUDED - PIR Sensor unit. PIR Motion Sensor Lights. Your new ﬂoodlight incorporates a PIR (Passive Infra Red) sensing device which is sensitive to movement of warm objects within a preset operating zone and immediately switches the light on when movement is.. Permissible Loads: W for incandescent light.
out of 5 stars The FIBARO Motion Sensor is a universal Z-Wave multi-sensor. I currently have it attached to the wall, by the stairs, so that when I go down, I take it with me. Our floodlights will emit a powerful bright light in any given area, ideal for driveways and entrances.
•Start with daylight. 24” LED Garage Light with motion sensor. Camtraptions PIR Motion Sensor Manual Page 14 Luminosity Threshold Dial Turn the dial clockwise to increase the luminosity threshold. Put up an NVC 10W LED one the other day with pir and light manual built-in PIR and manual override function and settings adjustment on a small remote control. The pir and light manual light is controlled from pir and light manual an internal light switch, so I can currently have it either ON or OFF. This PIR Sensor has an extra feature of manual override.
Energy Saving LED PIR Motion Sensor Bulkhead Light with Manual Override k Daylight. 24” LED Garage Light with motion sensor. W for fluorescent light with electronic ballast. save this manual for future reference please charge the unit for 3 days of good sunlight, or 7 days of overcast weather, to give a good base charge to the batteries. This video is a step-by-step. We wanted a way to override the PIR, and offer a Automatic pir and light manual (PIR), pir and light manual Manual ON, and Manual OFF mode. PIR LIGHT SWITCH Cat No.
PIR MOTION Sensor For Light Control With Manual Override, HC-7D. The PIR sensor features occupancy and vacancy modes. Pir Motion Sensor For Light Control With Manual Override - HC-7D sensor switch can detect the infrared Rays released by human body motion within the Detection area, then start the load-light automatically. Skip to main content.
pir and light manual Security lighting is a great way to enhance pir and light manual the safety around your home. It is designed to substitute a standard.


From sizing to experimental validation of traction/braking systems
TACV Lab is structured to design and validate U-linear motor propulsion systems (U-LIM) for special applications such as linear boosters, very high acceleration launchers and very high-power linear brakes.
- The transfer of a historical and unique French know-how, resulting from several years of research and experimental validations, in the calculation and sizing, technology and design, of high-power U-shaped linear motors, associated with innovative power converter topologies, in a speed range of up to 300km/h.
- A unique test center in the world for the development and validation of full-scale linear motors, powered by their powertrains and safety braking system, equipped with track-vehicle interfaces, and guidance system.
- Design and validation of booster-launcher systems using a linear motor powertrain for special applications.
Une technologie de moteur linéaire compacte et puissante
The U-shaped engine (« U-LIM ») was patented by engineer Jean GUIMBAL in 1974, it demonstrated exceptional traction performance in terms of Power/Mass ratio, efficiency and power factor (test ratios at 500kW-180km/h in 1979, and 800kW-300km/h in 1984).
Gérard COQUERY, co-founding member of TACV Lab was with Jean Pierre PASCAL, one of the pillars of the development of this technology.
This type of linear motor offers the highest thrust-to-weight and power-to-weight ratios, which are decisive criteria for motors in magnetic levitation or air-cushion systems.
Thanks to its compact inductor (without coil head) and electromagnetic display, the U-LIM offers the highest power factor and level of efficiency, with a low amount of copper and magnetic sheet.
Several prototypes of these U-LIM machines have been tested and validated on a full-size Grenoble wheel (6 meters), reaching a speed of 300 km/h for a power of 1 MW.


MicroScribe® G2 3D digitizers offer a fast, flexible, and affordable solution for many manufacturing, reverse engineering, model making, and graphic arts applications. MicroScribe G2 digitizing systems capture the physical properties of three-dimensional objects and accurately translate them into complete 3D models.
The award-winning MicroScribe digitizer features Immersion's mechanical tracking technology and a unique, attractive mechanical arm that's compact and easy to use. Constructed from high quality components like precise aluminum housings, lightweight graphite links, and state-of-the-art electronics, MicroScribe 3D digitizers can provide years of trouble-free digitizing.
The counterbalanced mechanical arm is equipped with precision bearings for smooth, effortless manipulation. Each joint uses digital optical sensors, which are immune from any environmental noise and interference. It all makes for a versatile system that can work in most any environment and be used with solid objects of most any material. With accuracy of up to 0.009-inch, the MicroScribe G2 digitizing system is cost-effective tool for reverse engineering, graphic arts, medical, and other applications.
The Fastest Way to Digitize in 3D
MicroScribe digitizer provides a fast, reliable, and easy-to-use method for creating accurate 3D computer models. Just trace over the contours of a physical object and build complex 3D data sets in a matter of minutes. The MicroScribe 3D digitizer works with physical objects of various shapes, sizes, and materials. A variety of third-party software packages provide the solutions you need to get up and running fast.
To take advantage of MicroScribe digitizers, you can either use a dedicated digitizing software application or use one of many software drivers that link MicroScribe 3D digitizing capabilities to existing third-party software applications. For a list of compatible software, check out the Software Solutions section. These software packages allow you to create complex 3D models using points, lines, polygons, splines, NURBS, or other standard geometric entities. You can even use MicroScribe digitizers as a 3D mouse to control view locations, set light source locations and even define animation trajectories in real time.


Conquering the limitations to provide innovative technologies to its customers is the main motive of Acer. Acer Aspire One Z1402 ((UN.G80SI.012) is one such product designed by Acer that has stunned many through its power-packed performance. With its high definition audio support, you will have an incredible experience of listening to your favourite music tracks. The best thing is it comes with the 3 years of Onsite Warranty. Scroll down to learn more about its interesting features….. • Design and Display The 14 inch screen size with HD LED Backlit CineCrystal TFT LCD Display will amaze you with its powerful performance. Bright visuals and crystal clear clarity will make you fall in love with every task that you do with this device. • Processor and OS Every task that you will do with this brilliant device- Acer Aspire One Z1402-P29P, you will be able to do it with precision and accuracy as the laptop is equipped with the processor- Pentium Dual Core (4th Gen). It runs on the operating system Linux that makes multi-tasking easy for you. • Connectivity Connect seamlessly with the rest of the world through smart connectivity options of this Acer laptop. Bluetooth v4.0, Wireless LAN and Gigabit Ethernet are there to help you share the data easily and quickly. • Memory and Battery The HDD capacity is 500 GB, the system memory 4 GB DDR3 and the expandable memory is up to 8 GB. The device consists of 3 battery cells and the battery back up is of up to 4 hours.


Introduction to the challenge
The Flemish Environment Agency (VMM) wants to offer an interactive tool to assess the climate adaptation potential in general and the effectiveness of specific climate adaptation measures on a project scale. And this for the whole of Flanders, an area of no less than 13,500 km2. Flood modelling is needed to assess the extent to which adaptation measures can reduce floods. To do this even at street level, the urban drainage system should be part of the model: such a holistic modelling approach is unprecedented on a Flanders-wide level.
The challenge was therefore to develop flood maps over a very large area and with a high level of detail within a limited time and budget and using the readily available data. The client also requests a significant number of scenarios. The majority of these scenarios are climate adaptation scenarios, which also require new tools as part of the modeling procedure.
The time limitation is an important constraint: classical modelling software require too much calculation time and massive amounts of extra data. Considering the area to be modelled and the number of scenarios, the use of classical software would make the budget prohibitive.
Our approach and solution
Masterplanner is applied to simulate (pluvial) flooding across Flanders for the current climate and various climate adaptation scenarios
- Apply holistic modelling (surface, river and sewer runoff, and their interactions)
- Efficiently set up models in limited time based on readily available GIS data and using a largely automated model building approach
- Model accurately by applying a subgrid approach on a relatively coarse computational raster
- Model source control measures
These aspects make the software very suited for the challenge posed by VMM in terms of timing and model requirements. The software even offers the possibility to model source control measures from raster information on the most likely measures for each location. This property allows to run the requested source control scenarios automatically.
It was therefore decided to apply Masterplanner to simulate pluvial flooding for the whole area of Flanders (13500 km2). This decision also raised the challenge for a thorough model validation study. In this study, recent floods were modelled in different Flemish catchments using the rainfall radar data of these events. The resulting water level timeseries and flood extents could be compared to data from several measurement stations across these catchments and drone images of the flood extents during these events.
The validation proved the Masterplanner results to be representable for the actual flood depths and extents. These results convinced VMM that Flood4Cast Masterplanner was the right tool to simulate the effect of the climate adaptation scenarios on pluvial flooding across Flanders.
10 times faster. Ideal for flood map generation and climate adaptive scenario planning for large areas
Masterplanner is an accurate modelling software to model flooding and investigate the effects of source control measures! The efficient model setup allows to build models up to 10 times faster.
- Holistic models for the whole of Flanders were set up in roughly ten months – this is an estimated 10 times quicker than other software for comparable holistic models
- Validation of the Masterplanner results for historic events proves its accuracy
- Masterplanner has a source control module that allows to assess the effect of source control measures on generic scale and project scale
- Low calculation times allow the simulation of a large number of scenarios
This makes Masterplanner the unique and ideal solution for flood map generation in large areas and rapidly perform impact assessment of climate adaptation scenarios!
Craninx, M., Hilgersom, K., Dams, J., Vaes, G., Danckaert, T., Bronders, J. (2021), Flood4castRTF: A Real-Time Urban Flood Forecasting Model. Sustainability, 13, 5651.
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UT Medical Center Facilities
Contact: Dr. Jon Wall, Professor of Medicine
Director, Amyloid and Preclinical Molecular Imaging Laboratory
University of Tennessee Graduate School of Medicine
1924 Alcoa Highway
Knoxville, TN 37920
Tel: (865) 305 5447
Imaging Lab: (865) 305 8497
Fax: (865) 305 6865
Alan Stuckey (email@example.com)
Preclinical and Diagnostic Molecular Imaging Program at the University of Tennessee Graduate School of Medicine, Knoxville
In September 2005 the Preclinical and Diagnostic Molecular Imaging Laboratory (PDMIL), was constructed in the UT Medical Center immediately below a suite of radiochemistry laboratories, the cyclotron and a, high-resolution, low-count research mCT PET scanner with a 52 cm axial field of view (Siemens Medical Solutions, Knoxville).
The imaging facility boasts 4 imaging suites the first housing a microCAT II +SPECT hybrid scanner (Siemens Preclinical Solutions, Knoxville), the second, a P4 microPET (Siemens Preclinical Solutions) and lastly, a trimodality Inveon SPETC/PET/CT system (Siemens Preclinical Solutions) in suite 3. All suites are equipped with oxygen and vacuum lines and a full anesthesia (vaporizer) station (Summit Medical, Seattle, WA) with heated mouse chambers and pads for live animal imaging. A BioVet™ system (Summit Medical) for monitoring respiration rate, ECG, body temperature provides a signal for cardiac PET gating or respiratory CT gated imaging. The PDMIL has a dedicated image analysis office (computer lab) with 2 seats of Amira 3.1 or higher (TGS, San Diego, CA), a real-time CT reconstruction station, and 2 seats of Inveon research Workplace software (Siemens Preclinical Solutions). Data is stored securely on a 7 TB server with RAID configuration that is backed up to tape at a centralized location.
The animal preparation and analysis laboratory contains a gamma counter for biodistribution studies and areas for tissues collection and storage. An Animal Care and Use Committee (ACUC)-approved satellite holding facility, with 3 rooms and preparation area is also located in the PIL. This permits the housing of up to 3 different species indefinitely to allow time for longitudinal studies and using tracers with extended clearance rates.
The microCAT II +SPECT (currently needs repair) is a fully shielded high-resolution hybrid x-ray (CT) and single photon emission computed tomography (SPECT) in vivo imaging system. The x-ray source is a 40 W, tungsten anode, 35-80 kVp source mounted on a rotating gantry capable of step-and-shoot acquisition over the full 360° around the subject positioned on the animal bed. The x-ray detector is a 2048 ´ 3096 pixel CCD coupled to a high-resolution phosphor screen via a fiber optic taper. It boasts a 61 ´ 91 mm field of view and a resolution of 27 mm. The digitized images are 12 bit depth and the detector dynamic range when using 2 ´ 2 or 4 ´ 4 binning (standard in our mode of operation) is 72 dB. The CT data are reconstructed using the cone-beam Feldkamp algorithm, although iterative reconstruction methods are being developed and evaluated in our program. Real time reconstruction is performed using the Cobra software package (Exxim Computing Corporation, Pleasanton, CA) running on a dual-processor Dell workstation with 8 GB of memory. A standard 512 ´ 512 ´ 768 (4 ´ 4 binned image) volumetric reconstruction onto 77 mm3 voxels usually completes within 2 minutes after the final projection of a 360-projection acquisition (1° azimuths). Offline reconstruction can alternatively be conducted using an in-house developed parallel implementation of the Feldkamp algorithm. This code is capable of providing volumetric images of the same dimensions as above in less than 5 mins using a small group of PCs.
The SPECT detectors are mounted on stepper motor driven stages so that they can be readily retracted form the CT field of view. Detectors are available optimized for either high or low energy photon emitting nuclides and are housed within a 10 mm-thick casing of 6% antimonial lead. For low energy nuclides (< 170 KeV; such as 125I, 123I, and 99mTc) we employ two large-area detectors mounted facing each other on the rotating gantry and at 90° to the x-ray source and detector. The detector heads are 150 ´ 150 mm2 and composed of 5 mm-thick sodium iodide (NaI) crystals with a 1.5 ´ 1.5 mm or 1.25 ´ 1.45 mm crystal spacing. For high energy photon imaging (up to 300 KeV, e.g. 111In) similarly sized detectors (150 ´ 150 mm2) are available with 10 mm long NaI crystals and a crystal spacing of 2.2 ´ 2.2 mm.
For both sets of detectors parallel, pinhole and multi-pinhole collimator configurations are available. Composed of 12 mm-thick 6% antimonial lead, the collimators can be fitted with pinholes made of 15 mm-thick tungsten containing either a 0.5, 1.0, 2.0, or 3.0 mm diameter aperture. For our standard mouse scans using ~ 100 mCi of tracer we use the 2.0 mm pinhole collimators on both detectors, which provides a modest degree of magnification and statistically good count rates (even when each detector is reconstructed independently). The SPECT data from each detector may be reconstructed either independently or following summation as a single ("multiple-detector") file. Reconstruction is performed post-acquisition using a dedicated ordered subset expectation maximization (EM) algorithm. A 52 ´ 52 ´ 68 image typically computes in approximately 2 minutes. Further upsampling of the image to smaller voxel sizes is normally performed post-reconstruction using the Lanczos filtering kernel in Amira.
Inveon SPECT/PET/CT: The Inveon high resolution SPECT detectors deliver sub-millimeter resolution with the largest pixelated detector heads in the industry. The SPECT module detects gamma rays from 30 keV to 300 keV, providing sensitivity to the most widely used research and clinical single photon isotopes. The detector head has a large active area (150 mm x 150 mm) that permits greater pinhole magnification, improving sensitivity while maintaining a large field of view (FOV) while maintaining small detector crystals (2 mm x 2 mm x 10 mm) to provide high intrinsic detector resolution. The Inveon collimators are numerous and include 0.5, 1.0, 2.0, and 3.0 mm single pinhole collimators, a LEAP (low-energy all-purpose) parallel hole collimator for planar imaging and a pair of mouse brain or mouse whole-body multi-pinhole collimators.
Multi-pinhole image reconstruction and calibration software permits the production of high resolution images in a fraction of the time required with traditional collimators.
The Inveon PET system is a third generation PET imaging system that incorporates several key technical features and advancements that deliver exceptional image quality and quantitative accuracy. The detector design in Inveon includes an innovative high efficiency light guide that delivers more photons to the photomultiplier tube, thereby improving energy and timing resolution. The detector also features a large 20 x 20 crystal array that increases the scanners axial field of view (FOV) and improves system sensitivity. With minimal gap between crystal elements and a 92% packing fraction, the net result is a PET system with exceptional spatial resolution and sensitivity.
The new Inveon data processing architecture improves PET count rate performance, energy resolution, and timing resolution. Count rate performance is improved through a store and forward coincidence processing technique that virtually eliminates the electronic deadtime associated with traditional multiplexing architectures. Improved energy resolution using high speed analog-to-digital converters and improved timing resolution through the use of 312 ps time bins, results in a PET system with exceedingly high singles and coincidence data rates, as well as, excellent random and scattered event rejection. Attenuation Correction is achieved using a rapidly-acquired low resolution CT dataset.
The Inveon CT has an 80 W, tungsten anode, 35-80 kVp standard source (less than a 50 micron focal spot) that provides a high X-ray flux for high speed scanning and a large cone angle for high magnification studies. The maximum achievable resolution with this X-ray source and the standard detector is 40 microns. Typical scan times are less than 5 minutes. The 125 mm Detector: The detector has 3072 x 2048 pixels and may be configured for a FOV as large as 8.4 cm x 5.5 cm. With a 12 bit deep readout of the raw data, this detector has a dynamic range of 69 dB (1 x 1 binning) to 72 dB (2 x 2 and 4 x 4 binning), providing excellent signal-to-noise ratio.
Data is reconstructed in real time on a dedicated high speed platform during a scan. The real time reconstruction engine allows reconstruction to start as the projection data is being acquired.
In addition to the small animal imaging systems described above, for larger animals we have recently added a clinical research PET/CT to the floor above the PDMIL. The Biograph 6 (Siemens Medical Solutions USA, Inc.) is a dedicated research PET/CT for use in large animal and human studies. This is an LSO-based PET system with a 6-slice CT. The system boasts a 21.6 cm axial PET FOV with TrueV™ technology and a 190 cm patient scan range. This extended FOV also provides an increased sensivity and count rate performance. This system is equipped with HD•PET™ enabling point spread function-based reconstruction that provides improved resolution and a uniform FOV.
The CT system has an isotropic resolution of 0.33 mm with z-Sharp™ technology. Data from the CT unit are automatically registered to the acquired PET data. The CT data is used for attenuation and scatter correction enabling quantitative PET imaging with anatomical CT imaging.
Radiolabeling Area: We have a dedicated radiolabeling area for the preparation of radio-iodinated tracers for human use. The room contains a positive pressure sealed inner room that has a dedicated sterile-filtered air flow. This inner area has a chemical cabinet in which we perform the radiolabeling. This room also houses (outside the sterile area) a spectrophotometer for assessing the concentration of radiolabeled biological molecules, a certified well counter (Capintec), 37° incubator for performing sterility testing, a small refrigerator, and bench space. GLP-grade peptide p31 will be radiolabeled in this area for use in Shar pei dogs.
Summary of Major Equipment Preclinical and Diagnostic Molecular Imaging Program at the University of Tennessee Graduate School Of Medicine, Knoxville
- A microPET P4 as well as MicroCAT II + SPECT, mCT clinical PET/CT, and Inveon trimodailty SPECT/PET/CT, all described in detail above.
- 1480 Wallac Wizard 3 Automatic Gamma counter (Perkin Elmer) – A single detector universal counter with a 75 mm solid lead shield. It counts vials or tubes of any shape up to 20 mL in volume and up to 28 mm in diameter. There are up to 20 simultaneous counting regions and its energy range is up to 2000 keV.
- Capintec CRC 15 PET digitally controlled dose calibrator.
- Anesthesia apparatus for delivering isoflurane:oxygen anesthesia for small animal imaging.
- BioVet apparatus for monitoring for small animal respiration rate, ECG, temperature and provided an output trigger for gated PET and CT image acquisition


The Mars 3 Pro is an advanced 3D printer that can help you create high-quality 3D prints with more precision and accuracy than its predecessor, the Mars 3 Ultra.
- Improved Matrix UV Lighting: The Mars 3 Pro features a matrix UV lighting system that delivers more even and consistent light to all areas of the print bed, resulting in better print quality compared to the Mars 3 Ultra.
- Larger Print Size: The Mars 3 Pro has a larger print size than the Mars 3 Ultra, allowing you to create bigger prints with more detail without compromising quality.
- Faster Printing Speed: The Mars 3 Pro has a faster printing speed compared to the Mars 3 Ultra, allowing you to produce more prints in less time.
- Improved User Interface: The Mars 3 Pro features an intuitive user interface that makes it easy to navigate and control your prints, making the printing process more efficient and less prone to errors.
Pro Tip: When deciding between the Mars 3 Pro and the Mars 3 Ultra, consider your specific printing needs and weigh the benefits of each model carefully to make an informed decision.
Introduction to ELEGOO Mars 3 Pro
The ELEGOO Mars 3 Pro is a 3D printer that offers premium features like a large build volume, fast printing speed, and easy-to-use software. With its user-friendly design, anyone can quickly and easily get started with 3D printing projects.
In this article, we will take an in-depth look at the Mars 3 Pro and what it can do for you. We will also compare it to the ELEGOO Mars Ultra to see how they compare. So, let’s get started!
Features of ELEGOO Mars 3 Pro
ELEGOO Mars 3 Pro is the ultimate solution for high-quality 3D printing enthusiasts. The Mars 3 Pro comes with a host of features that enhance the printing experience, yielding better and more precise 3D prints. Compared to its predecessors and competitors, including ELEGOO Mars 3 Pro vs Ultra, the Mars 3 Pro boasts the following unique features:
High-resolution mono-LCD screen: At a 4K resolution, this screen enhances the level of detail and print precision, providing a better print quality and accuracy.
Fast printing speed: The Mars 3 Pro employs a new printing algorithm and linear rail structure that allows for faster printing, with a normal exposure time of just two seconds.
Z-axis stability: The Mars 3 Pro has an improved Z-axis and lead screw design that enables smoother and more stable movements of the build plate.
Removable carbon fiber build plate: The Mars 3 Pro features a detachable, flexible, and durable carbon fiber build plate that makes it easier to remove printed models.
In summary, ELEGOO Mars 3 Pro is a game-changer in the world of 3D printing and can help users achieve better print results with its advanced features.
Comparison of ELEGOO Mars 3 Pro with ELEGOO Mars 3 Ultra
ELEGOO Mars 3 Pro and ELEGOO Mars 3 Ultra are two of the latest 3D printers from ELEGOO that offer high-quality printing technology with advanced features. While Mars 3 Pro and Mars 3 Ultra share certain similarities, there are also key differences between the two models.
The Mars 3 Pro boasts an upgraded monochrome LCD screen, which allows for faster printing times and lower running costs than the Mars 3 Ultra. The Mars 3 Pro also has an improved UV LED light source that distributes UV light evenly across the resin, reducing the risk of failed prints. On the other hand, the Mars 3 Ultra has a larger build volume, which means it can accommodate larger print jobs than the Mars 3 Pro.
To help you decide which model is right for you, consider your specific printing needs, budget, and desired print size. Ultimately, both the Mars 3 Pro and Mars 3 Ultra offer high-quality printing capabilities to help you create better 3D prints.
Pro Tip: Before making a final decision, read reviews online and ask for recommendations from other 3D printing enthusiasts to get a better idea of which printer will best suit your needs.
Advantages of using ELEGOO Mars 3 Pro
For 3D printing enthusiasts, getting the right 3D printer is paramount. The ELEGOO Mars 3 Pro is a great choice for many 3D printing projects – it’s an easy-to-use printer that offers great value-for-money.
Let’s take a look at the major advantages associated with the Mars 3 Pro, in comparison to other 3D printing options such as the ELEGOO Ultra, and how it can help you create better 3D prints.
Improved XY Resolution and Upgraded Z-axis
The ELEGOO Mars 3 Pro boasts of an improved XY resolution and upgraded Z-axis, which can help you create much more refined and detailed 3D prints compared to the earlier models.
The Mars 3 Pro has a 6.08-inch LCD with a 2K HD resolution, providing a higher pixel density and better print quality. The upgraded Z-axis is made with a dual linear slide design, offering a smoother and more stable printing experience.
The resulting print quality is top-notch, with sharper details, smoother surfaces, and reduced layer lines. The improved resolution and upgraded Z-axis make the Mars 3 Pro more reliable and efficient compared to its predecessor, the Mars 3.
In comparison with the ELEGOO Mars 3 Ultra, the Mars 3 Pro offers wider print settings and a larger build volume. The Mars 3 Pro also has a better cooling system, ensuring that your prints stay precise and accurate throughout the printing process.
Overall, the ELEGOO Mars 3 Pro is an excellent 3D printer option for anyone who desires finer details and higher resolution in their prints than other models can offer.
Better Print Quality with Mono LCD Screen
The ELEGOO Mars 3 Pro 3D printer uses a Mono LCD screen that offers several advantages over traditional RGB LCD screens, resulting in better print quality and faster print times.
Mono LCD screens have a simpler design than RGB LCD screens, with a single layer of pixels that allow for more light transmission and less light scattering. This results in improved print detail, sharper edges, and smoother surfaces.
Compared to the ELEGOO Mars 3 Ultra, the Mars 3 Pro has a larger Mono LCD screen with a 2K resolution, allowing for even greater print detail and faster print times.
Other advantages of the ELEGOO Mars 3 Pro include a sturdy all-metal body, a dual-axis linear rail for smoother printing, and a UV-blocking acrylic cover for increased safety.
Overall, the ELEGOO Mars 3 Pro is an excellent choice for anyone looking to create high-quality 3D prints with speed and efficiency.
Faster Printing Speed
The ELEGOO Mars 3 Pro boasts faster printing speeds than its predecessor, the Mars 3 Ultra, which translates to several benefits for 3D printing enthusiasts.
With a Mono LCD screen, the Mars 3 Pro can cure resin quicker, allowing for faster printing times without compromising on print quality.
Here are a few advantages of using the ELEGOO Mars 3 Pro for your 3D printing projects:
1. Time-saving: The faster printing speed of the Mars 3 Pro will save you a considerable amount of time, particularly when dealing with larger or more complex models.
2. Improved Efficiency: With the ability to print models faster, the Mars 3 Pro allows you greater flexibility in creating different designs within a shorter time frame.
3. High-Quality Prints: Despite printing faster, the Mars 3 Pro still maintains a high level of print quality and accuracy, thanks to its updated hardware and software.
Pro tip: The ELEGOO Mars 3 Pro is an excellent choice for 3D printing enthusiasts looking to create high-quality prints while saving time and increasing production efficiency.
Tips for using ELEGOO Mars 3 Pro
The ELEGOO Mars 3 Pro is a 3D printer that has a heated print bed, a replaceable nozzle, and can be used to create high-quality 3D prints. It is well known for its accuracy and reliability.
In this article, we will discuss some tips and tricks to help you get the best out of your ELEGOO Mars 3 Pro. We will compare it to the Ultra model to see what the differences are and how it can help you create better 3D prints.
Proper Cleaning and Maintenance
Proper cleaning and maintenance are essential aspects of getting better 3D prints, especially with the ELEGOO Mars 3 Pro.
Here are some tips for using the ELEGOO Mars 3 Pro and how it stacks up against the Mars 3 Ultra:
- Clean the resin vat and build the plate after every print. Inspect them closely for any damage or defects that could affect print quality.
- Use fresh resin with every print.
- Check the FEP film at least once a week and replace it when it shows signs of wear or damage.
- Use the ELEGOO Mars 3 Pro’s efficient air filtration system to control odors and prevent resin exposure.
- The ELEGOO Mars 3 Pro features upgraded hardware and a higher-resolution screen than the Mars 3 Ultra, resulting in a more precise and faster printing process.
Pro Tip: Practicing good cleaning habits and maintenance procedures can make a significant difference in the quality of your 3D prints, and the ELEGOO Mars 3 Pro offers superior hardware upgrades to enhance the printing experience even further.
Software and Technology Recommendations
The ELEGOO Mars 3 Pro is a powerful and efficient 3D printer that can help you create precise and high-quality 3D prints with ease. Here are some tips to help you make the most of your Mars 3 Pro:
Use ChituBox: ChituBox is a software program that is compatible with Mars 3 Pro and enables you to slice and prepare your 3D models for printing. It is easy to use and features many advanced options to help you achieve the best results possible.
Experiment with Resin Settings: The Mars 3 Pro performs best with ELEGOO’s own water washable resin, but you can also experiment with other resins that might produce better outcomes. Make sure to adjust your resin settings accordingly to achieve high-quality prints.
Consider the Mars 3 Pro vs. Ultra: If you are considering purchasing a 3D printer, you may be wondering about the differences between the Mars 3 Pro and Mars 3 Ultra. The Ultra features a higher resolution screen and faster print speed, which allows for even more precise printing. However, the Mars 3 Pro still provides excellent results at a lower price point.
By following these tips and taking advantage of the capabilities of the Mars 3 Pro, you can create stunning 3D prints that are both beautiful and functional.
When it comes to troubleshooting 3D printing-related problems, there are several techniques you can use to create better prints using the ELEGOO Mars 3 Pro. Here are some tips for using the Mars 3 Pro to help you create better 3D prints.
First and foremost, make sure to level the build platform before each print. This ensures that the first layer of your print adheres properly to the build platform and prevents warping and curling.
Secondly, adjust the exposure time and lift speed settings according to the resin type you are using. Each type of resin has its optimal exposure and lift speed settings, which can have a significant impact on the quality of your prints.
Thirdly, check and clean the FEP film and build platform regularly to prevent dust particles and resin debris from affecting the print quality.
Lastly, consider upgrading to ELEGOO Mars 3 Ultra for even further improved printing quality and enhanced features.
Mars 3 pro vs ultra
Enthusiasts of 3D printing are always on the lookout to find the best printer to fit their projects. As such, 3D printing models like ELEGOO’s Mars 3 Pro and Mars 3 Ultra have become increasingly popular. Both machines have similar capabilities, but how do they compare in terms of performance and features?
Let’s take a detailed look at the ELEGOO Mars 3 Pro vs ELEGOO Mars 3 Ultra in this post.
Difference in Print Quality
When it comes to 3D printing, the quality of the print can make all the difference. The ELEGOO Mars 3 Pro and ELEGOO Mars 3 Ultra are both popular options, but there are a few key differences that can affect print quality.
One major advantage of the ELEGOO Mars 3 Pro is its upgraded linear rail, which reduces the occurrence of layer shifts and other print imperfections. The Pro version also has a built-in activated carbon air purification system that filters out resin smell and other toxic fumes, providing a safer printing environment. These features help produce more precise and clear prints.
On the other hand, the ELEGOO Mars 3 Ultra has a larger touchscreen and a newly designed print bed that makes leveling easier, which is essential for achieving good adhesion and reducing print failures.
Choosing between the two ultimately depends on your specific needs and preferences, but if print quality is a top priority, the ELEGOO Mars 3 Pro is the way to go.
Pro tip: In addition to using a quality 3D printer, using high-quality resin and proper printing techniques can further enhance print quality.
Difference in Printing Speed
The ELEGOO Mars 3 Pro boasts a faster printing speed compared to the ELEGOO Mars 3 Ultra, making it an excellent choice for creating high-quality 3D prints in less time.
The Mars 3 Pro takes around 2-3 seconds per layer to cure the resin, while the Mars 3 Ultra takes 3-4 seconds per layer. The faster printing speed of the Mars 3 Pro means that you can finish printing your 3D model in a shorter period, allowing you to create more pieces in less time.
Additionally, with its improved cooling system, the Mars 3 Pro can prevent overheating and uneven curing, which often leads to print failures.
If you’re looking for a 3D printer that can produce high-quality output in a shorter time, the Mars 3 Pro is an excellent option to consider.
Difference in Price
The ELEGOO Mars 3 Pro and ELEGOO Mars 3 Ultra are two 3D printers with some notable differences that justify their varying price tags.
The ELEGOO Mars 3 Pro is slightly more expensive than the ELEGOO Mars 3 Ultra, but it comes with some key upgrades that make it the better choice for creating detailed 3D prints.
The upgrades found in the Mars 3 Pro include a monochrome 4K LCD screen, which allows for faster printing and higher-quality output. Additionally, its CHITUBOX software has undergone some updates that enable better print quality and increased efficiency.
The Mars 3 Pro also features a newly designed resin vat with improved stability, and the build plate is easier to level for optimal printing results.
While the Mars 3 Ultra still offers high-quality printing and is more affordable, the Mars 3 Pro’s improvements are well worth the extra cost for those looking for better and faster print results.
Conclusion: Is ELEGOO Mars 3 Pro worth it?
After comparing the ELEGOO Mars 3 Pro and the ELEGOO Mars 3 Ultra, it’s clear that the Mars 3 Pro is a worthwhile investment for enthusiasts, hobbyists, and professionals looking to create exceptional 3D prints.
The Mars 3 Pro boasts impressive features such as a 4K monochrome LCD, an anti-aliasing effect, a build volume of 192x120x250mm, and faster printing speeds. These features allow for greater precision, accuracy, and efficiency when printing complex designs and models.
Additionally, the Mars 3 Pro’s upgraded UV LED array, cooling system, and resin vat make it more reliable and durable than its predecessor. Although the Mars 3 Ultra is a good option for beginners or those on a tight budget, the added features of the Mars 3 Pro make it ultimately worth the investment for those seeking the highest quality 3D prints.


|Faster Neural Network Training, Algorithmically
In my current capacity as Chief Scientist at MosaicML, I am developing ways to change the neural network training algorithm to improve the efficiency of training. The cost of training state-of-the-art neural networks is increasing exponentially, and hardware and compiler improvements alone are insufficient to counterbalance this trend. Instead, I believe we need to fundamentally change the underlying training algorithms. Training is an approximate computing problem; there is nothing sacred about the math or training recipes we use today. Instead, this line of work leverages empirical analysis of the training dynamics of real-world networks to change the math behind training in ways that improve efficiency without affecting quality.
At MosaicML, we have developed dozens of speedup methods that improve the efficieny of training standard models for computer vision and natural language processing. All of these methods are available open-source in our Composer PyTorch trainer. We have written a description of each speedup method in the Composer documentation. You can interactively explore the results of applying these speedup methods to training standard benchmarks in the MosaicML Explorer. Our best recipes speedup ResNet-50 on ImageNet by 7x, DeepLabv3 on ADE20K by 5x, BERT Pre-Training by 2x, and GPT Language Modeling by 2x while maintaining the same quality as the baselines.
For an overview of our research approach and how we evaluate speedups at MosaicML, you can see my blog post on the subject.
|The Lottery Ticket Hypothesis
My main line of research during my PhD was on my lottery ticket hypothesis. This line of research focuses on understanding how large neural networks need to be to train in practice. We have long known that we can make neural networks much smaller after they have been trained. In this line of work, I showed that they can be equally small for much or all of training. This research has revealed new insights into how neural networks learn and offered opportunities for practical efficiency improvements.
|On the Predictability of Pruning Across Scales
|Pruning Neural Networks at Initialization: Why are we missing the mark?
|Studying the Consistency and Composability of Lottery Tickets
|Reconciling Sparse and Structured Pruning: A Study of Block Sparsity
|Examining the Role of Normalization in the Lottery Ticket Hypothesis
|The Lottery Ticket Hypothesis for Pre-Trained BERT Networks
|Linear Mode Connectivity and the Lottery Ticket Hypothesis
|Comparing Fine-Tuning and Rewinding in Neural Network Pruning
|The Early Phase of Neural Network Training
|What is the State of Neural Network Pruning?
|Stabilizing the Lottery Ticket Hypothesis/The LTH at Scale
|The Lottery Ticket Hypothesis
|ICLR Best Paper
My open-source library for conducting research on the lottery ticket hypothesis is called OpenLTH. This is my current working codebase for this line of research. It is written for PyTorch, and it includes the components necessary to reproduce the main experiments from my work on the lottery ticket hypothesis. For an updated version of the codebase that supports experiments on pruning neural networks at initialization and early in training, see the supplemental materials accompanying Pruning Neural Networks at Initialization: Why are we missing the mark? on OpenReview.
|Science of Deep Learning
More broadly, I am interested in understanding the behavior of practical neural networks empirically. For all the extraordinary advances neural networks have enabled in recent years, our understanding of how and what they learn remains limited. I study these questions from a scientific perspective, posing hypotheses and performing large-scale experiments to empircally evaluate them. I believe we can improve our knowledge of neural networks by scientifically examining how they behave in practice.
|What Can Linear Interpolation of Neural Network Loss Landscapes Tell Us?
|Training BatchNorm and Only BatchNorm
|Revisiting "Qualitatively Characterizing Neural Network Loss Lanscapes"
|Trade-offs of Local SGD at Scale
|Are All Negatives Created Equal in Contrastive Instance Discrimination?
|Dissecting Pruned Neural Networks
During my year as Staff Technologist at the Center on Privacy and Technology at Georgetown Law, I studied police use of face recognition technology. I also collaborated with Prof. Paul Ohm on both scholarship and teaching. In the years since, I have served as an invited expert at the OECD, contributing to the OECD AI Principles and follow-up work.
|Computer Programming for Lawyers
|Course & Textbook
|Florida Law Review
|The Perpetual Lineup: Unregulated Police Face Recognition in America
|How Russia's New Facial Recognition App Could End Online Anonymity
|Facial-Recognition Software Might Have a Racial Bias Problem
During the early part of my PhD, I studied cryptography and technology policy. My research on using zero-knowledge arguments to faciliate novel tradeoffs between secrecy and accountability in the court system (Practical Accountability of Secret Processes) was published in Usenix Security 2018.
During my master's degree, I studied programming language theory with Prof. David Walker. My thesis work was on type-directed program synthesis, and I published an extended version of the thesis (Example-Directed Synthesis: A Type-Theoretic Interpretation) in POPL 2016.


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Times keep on changing, a while ago an author had to sit down concentrate on his ink and paper writings to come up with something fictional that will drive readers craving for more. Today though everything is so different authors sit down in front of a computer screen juggle around with the QWERTY keyboard, come up with creative masterpiece and without printing or anything alike sell the product via internet and people read it via portable e-readers.
On the very end of how things look e-readers are the electronic gadgets that have actuated the whole concept throwing the paper world into oblivion; a good thing because trees don’t have to be cut down for paper to be manufactured, deforestation has been reduced by a great margin
What is a Nook Honeycomb?
The Nook honeycomb is part of the big invention. In case you are wondering what honeycomb means it is simply a codename meaning the gadget runs on Android 3.0. The Nook color honeycomb is an e-reader that was on the forefront in bringing this cutting edge technology into realm. The device has a number of features that makes it worth the purchase. Its most outstanding feature that still stands time is the 7” color display screen that it comes with, also the design that it holds basically gives a unique eye-turning notion.
- The display resolution stands at 16 million colors making it clear and bright ideal for reading your daily magazine.
- Though there is a drawback of the display being an LCD – new releases come with electronic ink technology that is quite fair to the eyes allowing users to read explicitly more books without getting tired too quickly, the screen is touch sensitive and you only use your fingers to turn pages.
- Furthermore, the display shows photos and can play audio eBooks as well as videos in true colors.
- Digging much deeper on the Nook honeycomb are much other details that are ground breaking.
- The device comes with internal memory storage of 8GB and an external slot with support of up to 32 GB of MicroSD, its processor is Ti OMAP 3621 running at 800Mhz which is relatively fast.
- The Wi-Fi support allows users to connect to the internet and collect books from the Barnes and Noble store as well as check e-mails, view online You Tube videos and also doing light browsing.
Another benefit of the device is the power on personalization; the Android operating system digital bookshelves can be organized to make location of eBook much easy since it provide categorization into groups that are easy to access and manage. The home screen offers a drag and drop feature, for instance you can drag and drop eBooks and other quick application on the home screen for easy accessibility. The device further has preinstalled wallpapers to decorate and make the desktop live. If you are wondering on the formats that the nook honeycomb supports, then it won’t go unmentioned; it supports PDF and ePub files, JPG, GIF, PNG and BMP files. It is possible to also view word processor’s files as well. On multimedia it supports MP4 video files. If the features are overwhelming, then the article won’t end without mentioning that it can carry a whole library of 6000 eBooks.
Any Additional thoughts on Nook Honeycomb?
Please let me know what you think about my ideas on Nook Honeycomb. Post your comments below. Better ideas are always welcome.


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