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Proceedings Paper

Optoelectronic spiking neural network
Author(s): V. P. Kozemiako; O. K. Kolesnytskyj; T. S. Lischenko; W. Wojcik; A. Sulemenov
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Paper Abstract

Proposed by the authors compact optoelectronic implementation of a spiking neural network uses a matrix of semiconductor lasers. Also proposed the implementation of neural element on bispin-device, which is able to manage bya range of lasers in the array. Described the principles of the network in the training and operation mode. To modify the connections weights during the training mode used the optically controlled transparant with memory. Network parameters evaluated achievable with current technological capabilities.

Paper Details

Date Published: 11 January 2013
PDF: 10 pages
Proc. SPIE 8698, Optical Fibers and Their Applications 2012, 86980M (11 January 2013); doi: 10.1117/12.2019340
Show Author Affiliations
V. P. Kozemiako, Vinnytsia National Technical Univ. (Ukraine)
O. K. Kolesnytskyj, Vinnytsia National Technical Univ. (Ukraine)
T. S. Lischenko, Vinnytsia National Technical Univ. (Ukraine)
W. Wojcik, Politechnika Lubelska (Poland)
A. Sulemenov, Kazakh National Technical Univ. (Kazakhstan)

Published in SPIE Proceedings Vol. 8698:
Optical Fibers and Their Applications 2012
Ryszard S. Romaniuk; Waldemar Wojcik, Editor(s)

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