Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Spin-transfer torque (STT) mechanisms in vertical and lateral spin valves and magnetization reversal/domain wall motion with spin-orbit torque (SOT) have opened up new possibilities of efficiently mimicking “neural” and “synaptic” functionalities with much lor area and energy consumption compared to CMOS implementations. ,  review various STT/SOT devices that can provide a compact and area-efficient implementation of artificial neurons and synapses.  provide a device-circuit-system perspective and envision design of an All-Spin neuromorphic processor (with different degrees of bio-fidelity) that can be potentially appealing for ultra-low por cognitive applications.
['Abhronil Sengupta', 'Kaushik Roy']
I am writing a research paper on a idea A Vision for All-Spin Neural Networks: A Device to System Perspective
[{"from": "human", "value": "I am writing a research paper on a idea A Vision for All-Spin Neural Networks: A Device to System Perspective"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Spin-transfer torque (STT) mechanisms in vertical and lateral spin valves and magnetization reversal/domain wall motion with spin-orbit torque (SOT) have opened up new possibilities of efficiently mimicking \u201cneural\u201d and \u201csynaptic\u201d functionalities with much lor area and energy consumption compared to CMOS implementations. ,  review various STT/SOT devices that can provide a compact and area-efficient implementation of artificial neurons and synapses.  provide a device-circuit-system perspective and envision design of an All-Spin neuromorphic processor (with different degrees of bio-fidelity) that can be potentially appealing for ultra-low por cognitive applications."}]