Optoelectronic spiking neural network

V. P. Kozemiako; O. K. Kolesnytskyj; T. S. Lischenko; W. Wojcik; A. Sulemenov

doi:10.1117/12.2019340

11 January 2013 Optoelectronic spiking neural network

V. P. Kozemiako, O. K. Kolesnytskyj, T. S. Lischenko, W. Wojcik, A. Sulemenov

Proceedings Volume 8698, Optical Fibers and Their Applications 2012; 86980M (2013) https://doi.org/10.1117/12.2019340
Event: Optical Fibers and Their Applications 2012, 2012, Krasnobrod, Poland

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.

Citation Download 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 (11 January 2013); https://doi.org/10.1117/12.2019340

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