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Proceedings Article

Optoelectronic spiking neural network

[+] Author Affiliations
V. P. Kozemiako

Vinnytsia National Technical Univ. (Ukraine)

O. K. Kolesnytskyj

Vinnytsia National Technical Univ. (Poland)

T. S. Lischenko

Vinnitsa State Technical Univ. (Ukraine)

W. Wojcik

Politechnika Lubelska (Poland)

A. Sulemenov

Kazakh National Technical Univ. (Kazakhstan)

Proc. SPIE 8698, Optical Fibers and Their Applications 2012, 86980M (January 11, 2013); doi:10.1117/12.2019340
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From Conference Volume 8698

  • Optical Fibers and Their Applications 2012
  • Krasnobrod, Poland | October 10, 2012

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. © (2013) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation

V. P. Kozemiako ; O. K. Kolesnytskyj ; T. S. Lischenko ; W. Wojcik and A. Sulemenov
" Optoelectronic spiking neural network ", Proc. SPIE 8698, Optical Fibers and Their Applications 2012, 86980M (January 11, 2013); doi:10.1117/12.2019340; http://dx.doi.org/10.1117/12.2019340


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