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Researches on the Application of the Neuron-MOS in the Neural Network

Author: WangGuoFei
Tutor: HangGuoQiang
School: Zhejiang University
Course: Electronics and Communication Engineering
Keywords: Artificial Neural Networks Neuron MOS transistor Sensor circuit Hopfield neural network circuit Hamming neural network circuit
CLC: TP183
Type: Master's thesis
Year: 2012
Downloads: 10
Quote: 0
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Abstract


In this paper, a neuron MOS transistor circuits and artificial neural network research status , combined with the direction of the development of artificial neural network , and discussed the neuron MOS possible applications in the network of neurons , and some of its unique advantages . Analysis of neuron MOS - tube principle , structure, and the Hspice simulation model , and describes and simulation of a neuron MOS inverter and the two basic circuit of the source follower , which are to constitute the basis of other complex circuitry . The development process of the artificial neural network , compared implemented in software and hardware implementation of artificial neural networks are two ways to analyze the need for hardware implementation . Perceptron , Hopfield neural network as well as the Hamming neural network . Applied to and neuron MOS Sensor Circuit design principles of the single-layer perceptron Multilayer Perceptron design principles with the doors and gates , XOR gates . Application of the neuron MOS tube to the Hopfield neural network A / D converter circuit and associative memory networks , circuit design , simple structure , the simulation is correct . And principle of the A / D converters and sensor according to the Hopfield neural network , with Neuron MOS tube design the twenty-four value codec circuit . Neuron MOS Hamming neural network circuit design template matching circuit and competition victory circuit and system applications in the digital character recognition . Of this research work , explore the application prospects of the neuron MOS transistor in the neural network . Content and simulation results from this study , neuron MOS transistor structure has many similarities with the neural network . And has a simple structure , low power consumption , very suitable for application in the neural network circuit .

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CLC: > Industrial Technology > Automation technology,computer technology > Automated basic theory > Artificial intelligence theory > Artificial Neural Networks and Computing
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