Title :
Coherent optical associative memory system that processes complex-amplitude information
Author :
Hirose, Akira ; Kiuchi, Mai
Author_Institution :
Dept. of Frontier Inf., Tokyo Univ., Japan
fDate :
5/1/2000 12:00:00 AM
Abstract :
A novel neural-network system dealing with lightwave phase and amplitude information is constructed as an associative memory. Experiments demonstrate that complex-amplitude vectors embedded in the neural network are recalled successfully. The coherent networks are theoretically expected to realize various attractive neural features in the future, such as carrier-frequency domain parallelism and self-organizing activeness mechanisms. The experimental result leads to such highly functional neural-network architecture and hardware, as well as future quantum neural devices.
Keywords :
content-addressable storage; light coherence; optical neural nets; optical storage; self-adjusting systems; amplitude information; associative memory; attractive neural features; carrier-frequency domain parallelism; coherent networks; coherent optical associative memory system; complex-amplitude information; complex-amplitude vectors; future quantum neural devices; highly functional neural-network architecture; lightwave phase; optical neural-network system; self-organizing activeness mechanisms; Associative memory; Coherence; Computer architecture; Frequency domain analysis; Hardware; Neural networks; Neurons; Optical computing; Optical fiber networks; Parallel processing;
Journal_Title :
Photonics Technology Letters, IEEE