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