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Optical implementation of large-scale neural networks using a time-division-multiplexing technique
1Central Research Laboratory, Mitsubishi Electric Corporation, 8-1-1, Tsukaguchi-Honmachi, Amagasaki, Hyogo, 661, Japan.
Optics Letters
|September 18, 2009
Abstract:
A new architecture for optical implementation of large-scale neural networks is proposed. This architecture is based on a time-division-multiplexing technique, in which both the neuron state vector and the interconnection matrix are divided in the time domain. Computer simulation and experimental results for associative memories show the effectiveness in implementing large-scale networks.
