Oscillatory neural network for dynamical associative memory

Jiu Chao Feng; Chi Kong Tse

Oscillatory neural network for dynamical associative memory

Jiu Chao Feng, Chi Kong Tse

The Hong Kong Polytechnic University

Research output: Journal article publication › Journal article › Academic research › peer-review

Abstract

A discrete time oscillatory neural network (DTONN) for the dynamical associative memory is proposed in this paper. The network reveals fruitful dynamical behaviors when applied to associative memory for hand-written character patterns. It can recall the stored non-orthogonal patterns from the network when it is activated by an initial pattern contaminated by noise. The network also demonstrates the synchronous oscillations and spatio-temporal chaos during the auto-evolutionary procedure with time.

Original language	English
Journal	Advances in Modeling and Analysis B
Volume	41
Issue number	1
Publication status	Published - 1 Dec 1999

ASJC Scopus subject areas

Hardware and Architecture
Industrial and Manufacturing Engineering
Applied Mathematics
Modelling and Simulation

Cite this

@article{3efecb62e13d41ab9cfa9816c077ba11,

title = "Oscillatory neural network for dynamical associative memory",

abstract = "A discrete time oscillatory neural network (DTONN) for the dynamical associative memory is proposed in this paper. The network reveals fruitful dynamical behaviors when applied to associative memory for hand-written character patterns. It can recall the stored non-orthogonal patterns from the network when it is activated by an initial pattern contaminated by noise. The network also demonstrates the synchronous oscillations and spatio-temporal chaos during the auto-evolutionary procedure with time.",

author = "Feng, {Jiu Chao} and Tse, {Chi Kong}",

year = "1999",

month = dec,

day = "1",

language = "English",

volume = "41",

journal = "Advances in Modeling and Analysis B",

issn = "1240-4543",

publisher = "AMSE Press",

number = "1",

}

TY - JOUR

T1 - Oscillatory neural network for dynamical associative memory

AU - Feng, Jiu Chao

AU - Tse, Chi Kong

PY - 1999/12/1

Y1 - 1999/12/1

N2 - A discrete time oscillatory neural network (DTONN) for the dynamical associative memory is proposed in this paper. The network reveals fruitful dynamical behaviors when applied to associative memory for hand-written character patterns. It can recall the stored non-orthogonal patterns from the network when it is activated by an initial pattern contaminated by noise. The network also demonstrates the synchronous oscillations and spatio-temporal chaos during the auto-evolutionary procedure with time.

AB - A discrete time oscillatory neural network (DTONN) for the dynamical associative memory is proposed in this paper. The network reveals fruitful dynamical behaviors when applied to associative memory for hand-written character patterns. It can recall the stored non-orthogonal patterns from the network when it is activated by an initial pattern contaminated by noise. The network also demonstrates the synchronous oscillations and spatio-temporal chaos during the auto-evolutionary procedure with time.

UR - http://www.scopus.com/inward/record.url?scp=0033365554&partnerID=8YFLogxK

M3 - Journal article

SN - 1240-4543

VL - 41

JO - Advances in Modeling and Analysis B

JF - Advances in Modeling and Analysis B

IS - 1

ER -

Oscillatory neural network for dynamical associative memory

Abstract

ASJC Scopus subject areas

Other files and links

Fingerprint

Cite this