Researches On The Application Of The Neuron-MOS In The Neural Network

This paper analyzes the status and trends of the development of neuron-MOS circuits and Artificial Neural Network. The possibility and some unique advantages of the neuron-MOS in the network application are discussed,which meet the Artificial Neural Network's development.The principle,structure and the Hspice simulation model are also analyzed.The paper also introduces the neuron-MOS inverter and source follower circuit.They are the basic circuits.which the other complex circuits based on.And a simulation on Hspice is made.The paper also introduces the development of Artificial Neural Network,compares the ways of realizing the neural network,one is by software,and the other is by hardware. And analyzes the necessity for hardware implementation.The paper mainly introduces the Perceptron,Hopfield Neural Network and Hamming Neural Network.The neuron-MOS is applied to the Perceptron circuit. And the AND gate circuit and OR gate circuit is designed by the principle of the single layer Perceptron,which the Exclusive OR gate is designed by the principle of multilayer Perceptron.The neuron-MOS is applied to the Hopfield Neural Network A/D converter circuit and Associative Memory Network circuit.The structure of the designed circuits is simple,and the simulation is right.And by the principle above,four-two value decoder circuit and two-four value encoder circuit are designed with neuron-MOS.In the last,the neuron-MOS is applied in the Hamming Neural Network circuit.The Template Matching circuit and WTA circuit are designed,which are applied in the digital character recognition.This paper discusses the application prospect of neuron-MOS in the Artificial Neural Network.From the research content and the result of simulation,the neuron-MOS and Neural Network have many similarities.But also has the advantages of simple structure,low power consumption,is very suitable for using in the Artificial Neural Network circuit.