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Volume 16 Issue 2
Mar.  1994
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Feng Dazheng. A MODEL OF NEURAL CIRCUIT WITH ADAPTION AND NONLINEAR CONNECTION[J]. Journal of Electronics & Information Technology, 1994, 16(2): 113-120.
Citation: Feng Dazheng. A MODEL OF NEURAL CIRCUIT WITH ADAPTION AND NONLINEAR CONNECTION[J]. Journal of Electronics & Information Technology, 1994, 16(2): 113-120.

A MODEL OF NEURAL CIRCUIT WITH ADAPTION AND NONLINEAR CONNECTION

  • Received Date: 1992-10-09
  • Rev Recd Date: 1993-09-28
  • Publish Date: 1994-03-19
  • 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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  • Eccles J C. The Physiology of Synapses. Berlin: Springer-Verleg, 1964, 1-150.[2][英] Aidey D J 著,周培爱等译.可兴奋细胞的生理学,北京:北京大学出版社,1983,36 -185.[3]McCulloch W S, Pitts W A. Bull[J].Math. Biophys.1943, 5:115-137[4]Hopfield J J, Tank D W. Science, 1986, 233(8): 625-633.[5]Lippman R P. IEEE ASSP Magazine, 1987, 4(2): 4-22.[6]Nabet B, Darling R B, Pinter R B. Advances in Neural Information Processing Systems, Vol. 1. Los Altos, CA: Morgankaufman, 1980, 695-701.[7]Grossberg S. Neural Networks, 1988, 1(1): 17-61.[8]Harmon L D, Lewis E R. Physiol. Rev., 1966, 46(3): 513-591.[9]Lewis E R. Proc[J].IEEE.1968, 56(6):931-949[10]Sanderson A. IEEE Trans[J].on Biomed. Eng.1980, BME-27(1):120-131[11]Bernade Linare-Barrance, et al. IEEE Trans. on CAS, 1989, CAS-36(5): 756-761.[12]Mahowald M. Douglas R[J].Nature.1991, 354(19):515-518[13]Meador J L, et al. IEEE Trans. on NN 1991, NN-2(1): 101-109.[14]Beer R D, Chiel H J, Sterling L S. American Scientist, 1991, 79(9/10): 444-452.[15]Coombs J S, Eccles J C, Fait P. J. Physiol., 1955, Lond-130(2): 291-395.[16]冯大政.通信学报,1992,13(5): 43-48.[17]Hodgkin A L, Huxley A F. J. Physiol., 1952, Lond-117(2): 500-544.[18]Thorpe S J, Bernard Q S. Spikc Arrival Times: A Highly Efficient Coding Scheme for Neural Networks, Ecbmiller R, et al, eds. Parallel Processing in Neural Systems and Computer,North-Holland: Elsevier Science Publishers, 1990. 91-94.
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