Design of neurophysiologically motivated structure of time pulse coded neurons

Vladimir G. Krasilenko; Alexander I. Nikolsky; Alexander A. Lazarev; Raisa F. Lobodzinska

doi:10.1117/12.818523

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19 March 2009 Design of neurophysiologically motivated structures of time-pulse coded neurons

Vladimir G. Krasilenko, Alexander I. Nikolsky, Alexander A. Lazarev, Raisa F. Lobodzinska

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Proceedings Volume 7343, Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering VII; 73430J (2009) https://doi.org/10.1117/12.818523
Event: SPIE Defense, Security, and Sensing, 2009, Orlando, Florida, United States

Abstract

The common methodology of biologically motivated concept of building of processing sensors systems with parallel input and picture operands processing and time-pulse coding are described in paper. Advantages of such coding for creation of parallel programmed 2D-array structures for the next generation digital computers which require untraditional numerical systems for processing of analog, digital, hybrid and neuro-fuzzy operands are shown. The optoelectronic time-pulse coded intelligent neural elements (OETPCINE) simulation results and implementation results of a wide set of neuro-fuzzy logic operations are considered. The simulation results confirm engineering advantages, intellectuality, circuit flexibility of OETPCINE for creation of advanced 2D-structures. The developed equivalentor-nonequivalentor neural element has power consumption of 10mW and processing time about 10...100us.

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Vladimir G. Krasilenko, Alexander I. Nikolsky, Alexander A. Lazarev, and Raisa F. Lobodzinska "Design of neurophysiologically motivated structures of time-pulse coded neurons", Proc. SPIE 7343, Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering VII, 73430J (19 March 2009); https://doi.org/10.1117/12.818523

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