Coupled-Oscillator Associative Memory Array Operation for Pattern Recognition

Autor: Dmitri E. Nikonov, Gyorgy Csaba, Wolfgang Porod, Tadashi Shibata, Danny Voils, Dan Hammerstrom, Ian A. Young, George I. Bourianoff
Jazyk: angličtina
Rok vydání: 2015
Předmět:
Zdroj: IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, Vol 1, Pp 85-93 (2015)
Druh dokumentu: article
ISSN: 2329-9231
DOI: 10.1109/JXCDC.2015.2504049
Popis: The operation of an array of coupled oscillators underlying the associative memory function is demonstrated for various interconnection topologies (cross-connect and star-coupled). Three types of nonlinear oscillators (Andronov-Hopf, phase-locked loop, and spin torque) and their synchronization behavior are compared. Frequency-shift keying scheme of encoding input and memorized data is introduced. The speed of synchronization of oscillators and the evolution of the degree of match are studied as a function of device parameters.
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