Phase signal embedment in densely frequency-multiplexed coherent neural networks | IEEE Conference Publication | IEEE Xplore

Phase signal embedment in densely frequency-multiplexed coherent neural networks


Abstract:

We propose a coherent neural network whose synaptic weights are embedded densely in volume hologram using a semiconductor laser so that the behavior is controlled by dire...Show More

Abstract:

We propose a coherent neural network whose synaptic weights are embedded densely in volume hologram using a semiconductor laser so that the behavior is controlled by direct lightwave carrier-frequency modulation. A frequency-dependent learning obeys the complex-valued Hebbian rule. Experiments demonstrate that the system learns different output phase values dependently on the carrier frequency.
Date of Conference: 06-08 June 2005
Date Added to IEEE Xplore: 17 February 2010
Print ISBN:978-1-4244-6637-5
Conference Location: Charlotte, NC, USA

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