7 December 1994 Unipolar neural network using redundant interconnections
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Proceedings Volume 2430, Optical Memory & Neural Networks '94: Optical Neural Networks; (1994) https://doi.org/10.1117/12.195602
Event: Optical Memory and Neural Networks: International Conference, 1994, Moscow, Russian Federation
Abstract
A method to construct a unipolar interpattern association (IPA) interconnection weight matrix (IWM) is presented. By searching the redundant interconnection links, a method that removes all negative links is introduced. Computer simulation as well as experimental results have shown that the unipolar IWM IPA neural network performs better than that of the bipolar IWM IPA model.
© (1994) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Francis T. S. Yu, Guowen Lu, Chii-Maw Uang, "Unipolar neural network using redundant interconnections", Proc. SPIE 2430, Optical Memory & Neural Networks '94: Optical Neural Networks, (7 December 1994); doi: 10.1117/12.195602; https://doi.org/10.1117/12.195602
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