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From: spxscr@thor.cf.ac.uk (simon roberts)
Subject: Re: NN's for time-varying signal recognition
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Date: Tue, 7 Feb 1995 14:15:10 GMT
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Here are some papers which are involved with temporal patterns and
neural networks.

M.I.Jordan (1986) "Serial Order: A parallel distributed processing
approach"  Institute for Cognitine Science Report 8604, University of
California, San Diego
- multilayer perceptron with feedback connections from output layer

J.L.Elman (1988) "Finding Structure in Time", Center for Research in
Language technical report 8801, University of California, San Diego
- multilayer perceptron with feedback connections from hidden layer

C.Sung and W.Jones (1988)  "Temporal pattern recognition"  IEEE 1988
International Conference On Neural Networks, 1, pages 689-696

D.Wang and M.A.Arbib (1990) "Complex temporal sequence learning based on
short-term memory" In Proc. of the IEEE, Vol. 78, No. 9 September 1990.

M.Reiss and J.G.Taylor (1991) "Storing temporal sequences" Neural
Networks 4(6) pp.773-787

D.Krishnaswamy et. al. (1993) "Storing temporal sequences of patterns in
neural networks", Neural and stochastic methods in image and signal
processing 2, vol.2032, pp.120-126

K.Judd and K.Aihara (1993) "Pulse Propagation Networks: A neural network
model that uses temporal coding by action potentials" Neural Networks 6
pp.203-215


Search for A.Waibel and also U.Bodenhausen for papers on time-delay NNs.
Search for J.E.Dayhoff for papers on pulsed networks.


I've been using a NN based on ART and Masking fields called SONNET for
the recognition of patterns from a musical sequence.  See Chapter 4 of:

A.Nigrin (1993) "Neural networks for pattern recognition", MIT Press,
ISBN 0-262-14054-3

Hope this helps,
Simon
