Weighted bipolar neural network with high-capacity stable storage

Donghui Guo; Zhenxiang Chen; Ruitang Liu; Boxi Wu

doi:10.1117/12.182097

5 August 1994 Weighted bipolar neural network with high-capacity stable storage

Donghui Guo, Zhenxiang Chen, Ruitang Liu, Boxi Wu

Proceedings Volume 2321, Second International Conference on Optoelectronic Science and Engineering '94; (1994) https://doi.org/10.1117/12.182097
Event: Optoelectronic Science and Engineering '94: International Conference, 1994, Beijing, China

Abstract

In this paper, a bipolar neural network of weighted neurons' connection T_ij was presented, based on the system energy evolution in neural networks dynamic course. The weighted connection matrix T_ij consists of a monotone increasing even function f(z), which makes every stored patterns as the stable attractors of network system.

Citation Download Citation

Donghui Guo, Zhenxiang Chen, Ruitang Liu, and Boxi Wu "Weighted bipolar neural network with high-capacity stable storage", Proc. SPIE 2321, Second International Conference on Optoelectronic Science and Engineering '94, (5 August 1994); https://doi.org/10.1117/12.182097

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