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Design and Simulation of Time-Pulse Coded Optoelectronic Neural

dc.contributor.authorKrasilenko, V. G.en
dc.contributor.authorNikolskyy, A. I.en
dc.contributor.authorLazarev, A. A.en
dc.date.accessioned2018-02-20T13:06:34Z
dc.date.available2018-02-20T13:06:34Z
dc.date.issued2011
dc.description.abstractWe consider design and hardware realizations of optoelectronic logical elements of twovalued logic with current inputs and current outputs on the basis of CMOS current mirrors. In the chapter we consider the whole family of the offered circuits, show the simulation results and possible prospects of application of the circuits in particular for time-pulse coding for multivalued, continuous, neuro-fuzzy and matrix logics. We consider neurons design and simulation results of multichannel spatio-time algebraic accumulation -integration of optical signals. Advantages for nonlinear transformation and integration are shown. The integrator-neuron is based on CMOS current mirrors and comparators. The performance: consumable power – 10…500 μW, signal period– 0.1…5µs, input optical signals power – 0.2… 20 μW; time delays – less 0.01-1μs, the number of input optical signals - 2…64 and more, integration time – 10…100 of signal periods, accuracy or integration error – about 1%-10%. A biologically motivated concept and time pulse encoding principles of continuous logic photocurrent mirrors and sample-storage devices with pulse-width photoconverters have allowed us to design generalized structures for realization of a family of normalized linear vector operations “equivalence”-“nonequivalence”.en
dc.identifier.citationKrasilenko V. G. Design and Simulation of Time-Pulse Coded Optoelectronic Neural Elements and Devices [Electronic resource] / V. G. Krasilenko, A. I. Nikolskyy, A. A. Lazarev // Optoelectronic Devices and Properties. - Rijeka, Croatia : InTech, 2011. - Chapter 22. – P. 459–500. – Access mode: design-and-simulation-of-time-pulse-coded-optoelectronic-neural-elements-and-devices. – ISBN 978-953-307-204-3.en
dc.identifier.isbn978-953-307-204-3
dc.identifier.urihttp://ir.lib.vntu.edu.ua/handle/123456789/19690
dc.language.isoenen
dc.publisherIntechen
dc.publisherInTechen
dc.relation.ispartofOptoelectronic Devices and Properties : 459–500.en
dc.subjectOptoelectronic Neural Elementen
dc.subjectTime-Pulse Coded Elementen
dc.subjectOperations of equivalenceen
dc.subjectmathematical equivalence modelsen
dc.subjectuniversal continuous-logic neural elementen
dc.subjectPicture continuous logic elementsen
dc.subjectoptoelectronic pulse-phase modulatorsen
dc.subjectscalarrelation vector processorsen
dc.subjectSpatial-time integratorsen
dc.subjectequivalence and non- equivalence functionsen
dc.titleDesign and Simulation of Time-Pulse Coded Optoelectronic Neuralen
dc.typeBook chapter

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