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Networks of complex neurons

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  • Horn, D.

Abstract

Networks of formal binary neurons can be used to construct associative memory models. Given the fact that real neurons have more complex features we try to find if other cognitive functions can be modeled by adding new degrees of freedom to the formal neuron. We show that complex features can be represented by dynamically modifying the threshold of the neuron. We explain how this allows us to model phenomena of free associative transitions between memories, temporal segmentation of an input into its memory components, phase locking (binding) and short term memory.

Suggested Citation

  • Horn, D., 1993. "Networks of complex neurons," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 200(1), pages 594-601.
    • Handle: RePEc:eee:phsmap:v:200:y:1993:i:1:p:594-601
    DOI: 10.1016/0378-4371(93)90564-K
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    1. Usher, Dan, 1991. "Economic interests and institutions : Daniel W. Bromley, (Basil Blackwell, Cambridge, MA, 1989), pp. vii + 265, $49.95," Journal of Economic Behavior & Organization, Elsevier, vol. 15(1), pages 164-166, January.
    2. Rao, K.N. & Rausher, H. & Richards, S. & Robins, H.B. & Rohleder, F.O. & Ross, M.A. & Salber, E.J. & Saltysiak, B.A. & Schooler, K.K. & Shackelford, J.W. & Shea, A.E. & Simon, C.B. & Steed Jr., H.C. &, 1992. "Erratum: Association news: Deceased members (Am J Public Health (1992) 82 (753))," American Journal of Public Health, American Public Health Association, vol. 82(6), pages 798-798.
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