Discrete parallel-sequential update of neural networks with adapting synapses

Eric Goles

Discrete parallel-sequential update of neural networks with adapting synapses

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We determine a parallel-sequential iteration starting from a configuration (x(0), A(0)) where A(0) is an n×n symmetric matrix and x(0) the activity vector of neurons. We prove that the dynamics is driven by a Lyapunov functional. Furthermore, some particular cases are analyzed.

Original language	English
Title of host publication	Proceedings of the International Joint Conference on Neural Networks
Publisher	Publ by IEEE
Pages	2371-2374
Number of pages	4
ISBN (Print)	0780314212, 9780780314214
State	Published - 1993
Externally published	Yes
Event	Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3) - Nagoya, Jpn Duration: 25 Oct 1993 → 29 Oct 1993

Publication series

Name	Proceedings of the International Joint Conference on Neural Networks
Volume	3

Conference

Conference	Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3)
City	Nagoya, Jpn
Period	25/10/93 → 29/10/93

Cite this

@inproceedings{1030af4988fc47258c71e03743d4e837,

title = "Discrete parallel-sequential update of neural networks with adapting synapses",

abstract = "We determine a parallel-sequential iteration starting from a configuration (x(0), A(0)) where A(0) is an n×n symmetric matrix and x(0) the activity vector of neurons. We prove that the dynamics is driven by a Lyapunov functional. Furthermore, some particular cases are analyzed.",

author = "Eric Goles",

year = "1993",

language = "English",

isbn = "0780314212",

series = "Proceedings of the International Joint Conference on Neural Networks",

publisher = "Publ by IEEE",

pages = "2371--2374",

booktitle = "Proceedings of the International Joint Conference on Neural Networks",

note = "Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3) ; Conference date: 25-10-1993 Through 29-10-1993",

}

Goles, E 1993, Discrete parallel-sequential update of neural networks with adapting synapses. in Proceedings of the International Joint Conference on Neural Networks. Proceedings of the International Joint Conference on Neural Networks, vol. 3, Publ by IEEE, pp. 2371-2374, Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3), Nagoya, Jpn, 25/10/93.

Discrete parallel-sequential update of neural networks with adapting synapses. / Goles, Eric.
Proceedings of the International Joint Conference on Neural Networks. Publ by IEEE, 1993. p. 2371-2374 (Proceedings of the International Joint Conference on Neural Networks; Vol. 3).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - We determine a parallel-sequential iteration starting from a configuration (x(0), A(0)) where A(0) is an n×n symmetric matrix and x(0) the activity vector of neurons. We prove that the dynamics is driven by a Lyapunov functional. Furthermore, some particular cases are analyzed.

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M3 - Conference contribution

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SN - 9780780314214

T3 - Proceedings of the International Joint Conference on Neural Networks

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BT - Proceedings of the International Joint Conference on Neural Networks

PB - Publ by IEEE

T2 - Proceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3)

Y2 - 25 October 1993 through 29 October 1993

ER -

Discrete parallel-sequential update of neural networks with adapting synapses

Abstract

Publication series

Conference

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Cite this