Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Cascadable, CMOS synapse chips containing a cross-bar array of 32×32 (1024) programmable synapses have been fabricated as "building blocks" for fully parallel implementation of neural networks. The synapses are based on a hybrid digital-analog design which utilizes on-Chip 7-bit data latches to store quantized ights and two-quadrant multiplying DAC's to compute ighted outputs. The synapses exhibit 6-bit resolution and excellent monotonicity and consistency in their transfer characteristics. A 64-neuron hardware incorporating four synapse chips has been fabricated to investigate the performance of feedback networks in optimization problem solving. In this study, a 7×7, one-to-one assignment net and the Hop field-Tank 8-city traveling salesman problem net have been implemented in the hardware. The network's ability to obtain optimum or near optimum solutions in real time has been demonstrated.
['A. Moopenn', 'Tuan A. Duong', 'A. P. Thakoor']
I am writing a research paper on a idea Digital-Analog Hybrid Synapse Chips for Electronic Neural Networks
[{"from": "human", "value": "I am writing a research paper on a idea Digital-Analog Hybrid Synapse Chips for Electronic Neural Networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Cascadable, CMOS synapse chips containing a cross-bar array of 32\u00d732 (1024) programmable synapses have been fabricated as \"building blocks\" for fully parallel implementation of neural networks. The synapses are based on a hybrid digital-analog design which utilizes on-Chip 7-bit data latches to store quantized ights and two-quadrant multiplying DAC's to compute ighted outputs. The synapses exhibit 6-bit resolution and excellent monotonicity and consistency in their transfer characteristics. A 64-neuron hardware incorporating four synapse chips has been fabricated to investigate the performance of feedback networks in optimization problem solving. In this study, a 7\u00d77, one-to-one assignment net and the Hop field-Tank 8-city traveling salesman problem net have been implemented in the hardware. The network's ability to obtain optimum or near optimum solutions in real time has been demonstrated."}]