NDLI: Oscillator Array Models for Associative Memory and Pattern Recognition

Content Provider	IEEE Xplore Digital Library
Author	Maffezzoni, P. Bahr, B. Zheng Zhang Daniel, L.
Copyright Year	2004
Abstract	Brain-inspired arrays of parallel processing oscillators represent an intriguing alternative to traditional computational methods for data analysis and recognition. This alternative is now becoming more concrete thanks to the advent of emerging oscillators fabrication technologies providing high density packaging and low power consumption. One challenging issue related to oscillator arrays is the large number of system parameters and the lack of efficient computational techniques for array simulation and performance verification. This paper provides a realistic phase-domain modeling and simulation methodology of oscillator arrays which is able to account for the relevant device nonidealities. The model is employed to investigate the associative memory performance of arrays composed of resonant LC oscillators.
Sponsorship	IEEE Circuits and Systems Society
Starting Page	1591
Ending Page	1598
Page Count	8
File Size	1643127
File Format	PDF
ISSN	15498328
Volume Number	62
Issue Number	6
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-01-01
Publisher Place	U.S.A.
Access Restriction	One Nation One Subscription (ONOS)
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Oscillators Arrays Couplings Synchronization Numerical models Associative memory Pattern recognition phase-domain modeling neurocomputing oscillator array
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering Hardware and Architecture

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Synchronization in Moving Pulse-Coupled Oscillator Networks

Phase Oscillatory Network and Visual Pattern Recognition

Analysis of Oscillator Injection Locking Through Phase-Domain Impulse-Response

Performance of Coupled-Oscillator Arrays With Angle-Modulated Injection Signals

Analysis and Design of Weakly Coupled LC Oscillator Arrays Based on Phase-Domain Macromodels

Phase-Noise Reduction in Oscillators via Small-Signal Injection

Modeling and Simulation of Vanadium Dioxide Relaxation Oscillators

Design and Optimization of Multipath Ring Oscillators

Simultaneous beam steering and null formation with coupled, nonlinear oscillator arrays

Oscillator Array Models for Associative Memory and Pattern Recognition

Similar Documents

Synchronization in Moving Pulse-Coupled Oscillator Networks

Phase Oscillatory Network and Visual Pattern Recognition

Analysis of Oscillator Injection Locking Through Phase-Domain Impulse-Response

Performance of Coupled-Oscillator Arrays With Angle-Modulated Injection Signals

Analysis and Design of Weakly Coupled LC Oscillator Arrays Based on Phase-Domain Macromodels

Phase-Noise Reduction in Oscillators via Small-Signal Injection

Modeling and Simulation of Vanadium Dioxide Relaxation Oscillators

Design and Optimization of Multipath Ring Oscillators

Simultaneous beam steering and null formation with coupled, nonlinear oscillator arrays

Oscillator Array Models for Associative Memory and Pattern Recognition