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A MODEL OF NEURAL CIRCUIT WITH ADAPTION AND NONLINEAR CONNECTION |
Feng Dazheng |
Electronic Engineering Institute, Xidian University, Xi'an 710071 |
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Abstract Based on physiological properties of synapse, soma and axon, this paper presents and analyses a model of neural circuit which can approximately simulate input-output relation, strength-duration curve, adaption and nonlinear connection of real neuron. The obtained result; show that the model approximates to realistic principles of neural computation better than the available neural network. The impulse -coded WTA (Winner takes all) network constructed with the above model finds the winner more effectively th...
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Received: 09 October 1992
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