Oscillatory neural network for dynamical associative memory

Jiu-Chao Feng; C. K. Tse

Oscillatory neural network for dynamical associative memory

Jiu-Chao Feng
, C. K. Tse

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › 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
Pages (from-to)	2.1-2.15
Journal	Advances in Modelling and Analysis B
Volume	41
Issue number	1
Publication status	Published - 1999
Externally published	Yes

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@article{69889388db9d43dbaa3e85c3f64d8278,

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 = "Jiu-Chao Feng and Tse, \{C. K.\}",

note = "Publication information for this record has been verified with the author(s) concerned.",

year = "1999",

language = "English",

volume = "41",

pages = "2.1--2.15",

journal = "Advances in Modelling and Analysis B",

issn = "1240-4543",

publisher = "AMSE Press",

number = "1",

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TY - JOUR

T1 - Oscillatory neural network for dynamical associative memory

AU - Feng, Jiu-Chao

AU - Tse, C. K.

N1 - Publication information for this record has been verified with the author(s) concerned.

PY - 1999

Y1 - 1999

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 - https://www.scopus.com/pages/publications/0033365554

UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-0033365554&origin=recordpage

M3 - RGC 21 - Publication in refereed journal

SN - 1240-4543

VL - 41

SP - 2.1-2.15

JO - Advances in Modelling and Analysis B

JF - Advances in Modelling and Analysis B

IS - 1

ER -

Oscillatory neural network for dynamical associative memory

Abstract

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