Title :
Memristive based oscillatory associative and dynamic memories
Author :
Corinto, F. ; Ascoli, A. ; Gilli, M.
Author_Institution :
Dept. of Electron., Politec. di Torino, Torino, Italy
Abstract :
The aim of the work is to develop theoretical methodologies and numerical techniques for the analysis and design of systems composed of memristive oscillators. In particular, we focus on networks made up of nonlinear oscillators with or without memristors interacting through resistive and/or memristive ´synapses´. Such methodologies will play a fundamental role in the realization of Neuromorphic Memristive Oscillatory Networks for pattern recognition tasks.
Keywords :
memristors; neural nets; oscillators; pattern recognition; dynamic memory; memristive oscillators; memristive synapses; memristors; neuromorphic memristive oscillatory networks; nonlinear oscillators; oscillatory associative memory; pattern recognition tasks; resistive synapses; Algorithm design and analysis; Biological system modeling; Electronic mail; Integral equations; Mathematical model; Memristors; Neuromorphics; Nonlinear equations; Oscillators; Pattern recognition;
Conference_Titel :
Cellular Nanoscale Networks and Their Applications (CNNA), 2010 12th International Workshop on
Conference_Location :
Berkeley, CA
Print_ISBN :
978-1-4244-6679-5
DOI :
10.1109/CNNA.2010.5430321
