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19 March 2009Design of neurophysiologically motivated structures of time-pulse coded neurons
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, Raisa F. Lobodzinska, "Design of neurophysiologically motivated structure 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