Two modified models of neural network

Weili Zhu; Yansong Chen

doi:10.1117/12.140376

24 April 1992 Two modified models of neural network

Weili Zhu, Yansong Chen

Proceedings Volume 1731, Soviet-Chinese Joint Seminar on Holography and Optical Information Processing; (1992) https://doi.org/10.1117/12.140376
Event: Soviet-Chinese Joint Seminar on Holography and Optical Information Processing, 1991, Bishkek, Kirgizstan, Russian Federation

Abstract

In this report, two modified models of artificial neural networks based on the Hopfield model are suggested. The composition of the memory matrices is revised for the models and an optical system constructed with a spatial light modulator PROM is set up to implement the models that are executed by computer simulation. The experimental results show that the storage capacity and the searching-identification of the neural network for associative memory are improved.

Citation Download Citation

Weili Zhu and Yansong Chen "Two modified models of neural network", Proc. SPIE 1731, Soviet-Chinese Joint Seminar on Holography and Optical Information Processing, (24 April 1992); https://doi.org/10.1117/12.140376

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