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From: coray@nucsrl.UUCP
Newsgroups: comp.ai
Subject: Re: Connectionism
Message-ID: <3800002@nucsrl.UUCP>
Date: Fri, 6-Feb-87 17:29:37 EST
Article-I.D.: nucsrl.3800002
Posted: Fri Feb  6 17:29:37 1987
Date-Received: Sun, 8-Feb-87 05:47:18 EST
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Organization: Northwestern Univ., Evanston IL
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Re:  Connectionist References


Ackley, D.H., Hinton, G.E., and Sejnowski, T.J.  " A learning algorithm for
Boltzmann Machines", COGNITIVE SCIENCE 9, pp. 147-149, 1985.

Ballard, D.H., Hinton, G.E., and Sejnowski, T.J. "Parallel visual computation",
NATURE (London) 306, pp.21-26, 1983

Ballard, D.H., "Cortical connections and parallel processing: structure
and function", BEHAV. BRAIN SCI., 1985.

Barto, A.G. "Learning by statistical cooperation of self-interested neuron-
like computing elements", HUMAN NEUROBIOLOGY 4, pp. 229-256, 1985.

Feldman, J.A. and Ballard, D.H., "Connectionist models and their properties",
COGNITIVE SCIENCE 6, pp. 205-254, 1982.

Hinton, G.E. "Learning in Massively Parallel Nets", an invited talk at the
AAAI 1986 confence in Philadelphia.  (The talk is not published in the 
proceedings but may be available from the author--don't quote me).

Hinton, G.E. and Sejnowski, T.J. "Optimal perceptual inference" in
PROCEEDINGS OF THE IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION
AND PATTERN RECOGNITION, pp. 448-453, 1983.

Hopfield, J.J. and Tank, D.W., " 'Neural' computation of decisions in
optimization problems", BIOLOGICAL CYBERNETICS 52, pp. 141-152, 1985. 

Kienker, P.K, Sejnowski, T.J., Hinton, G.E., Schumacher, L.E., "Separating
figure From ground with a parallel network", PERCEPTION 15, pp. 197-216.

Kirkpatrick, S., Gelatt, S., and Vecchi, M., "Optimization by Simulated
Annealing", SCIENCE 220, pp. 672-680, 1983. 

Rumelhart, D.E., MccClelland, J.L. and the PDP research group, PARALLEL 
DISTRIBUTED PROCESSING: EXPLORATIONS IN THE MICROSTRUCTURE OF COGNITION,
MIT Press, Cambridge Mass., 1986.

Saund, Eric "Abstraction and Representation of Continuous Variables
in Connectionist Networks", AAAI CONFERENCE PROCEEDINGS, pp. 638-644,
1986.

Sejnowski, T.J., Kienker, P.K., and Hinton, G.E., "Learning symmetry groups
with hidden units:  Beyond the perceptron", PHYSICA D 22, 1986.



These references offer a starting point.