Continuous-time optical neural network

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364713, 364822, G06F 1518

Patent

active

050994344

ABSTRACT:
An all-optical, continuous-time, recurrent neural network is disclosed which is capable of executing a broad class of energy-minimizing neural net algorithms. The network is a resonator which contains a saturable, two-beam amplifier; two volume holograms; and a linear, two-beam amplifier. The saturable amplifier permits, through the use of a spatially patterned signal beam, the realization of a two-dimensional optical neuron array; the two volume holograms provide adaptive, global network interconnectivity; and the linear amplifier supplies sufficient resonator gain to permit convergent operation of the network.

REFERENCES:
patent: 4739496 (1986-04-01), Marom et al.
patent: 4750153 (1988-06-01), Owechko et al.
patent: 4762397 (1988-08-01), Pepper
patent: 4961615 (1990-10-01), Owechko et al.

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