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From: jam@bu-cs.UUCP (Jonathan A. Marshall)
Newsgroups: net.ai
Subject: Re: neural networks
Message-ID: <538@bu-cs.UUCP>
Date: Sun, 4-May-86 00:16:08 EDT
Article-I.D.: bu-cs.538
Posted: Sun May  4 00:16:08 1986
Date-Received: Wed, 7-May-86 01:37:36 EDT
References: <837@mhuxt.UUCP> <175@sdics.UUCP> <13586@ucbvax.BERKELEY.EDU>
Reply-To: jam@bucsd.UUCP (Jonathan Marshall)
Organization: Boston Univ Comp. Sci.
Lines: 41
Keywords: Neural nets, connectionism, PDP


Stephen Grossberg has been publishing on neural networks for 20 years.
He pays special attention to designing adaptive neural networks that
are self-organizing and mathematically stable.  Some good recent
references are:

(Category Learning):----------
   G.A. Carpenter and S. Grossberg, "A Massively Parallel Architecture for
     a Self-Organizing Neural Patttern Recognition Machine."  Computer
     Vision, Graphics, and Image Processing.  In Press.
   G.A. Carpenter and S. Grossberg, "Neural Dynamics of Category Learning
     and Recognition: Structural Invariants, Reinforcement, and Evoked
     Potentials."  In M.L. Commons, S.M. Kosslyn, and R.J. Herrnstein (Eds),
     Pattern Recognition in Animals, People, and Machines.  Hillsdale, NJ:
     Erlbaum, 1986.
(Learning):-------------------
   S. Grossberg, "How Does a Brain Build a Cognitive Code?"  Psychological
     Review, 1980 (87), p.1-51.
   S. Grossberg, Studies of Mind and Brain: Neural Principles of Learning,
     Perception, Development, Cognition, and Motor Control.  Boston:
     Reidel Press, 1982.
   S. Grossberg, "Adaptive Pattern Classification and Universal Recoding:
     I. Parallel Development and Coding of Neural Feature Detectors."
     Biological Cybernetics, 1976 (23), p.121-134.
   S. Grossberg, The Adaptive Brain: I. Learning, Reinforcement, Motivation,
     and Rhythm.  Amsterdam: North Holland, 1986.
(Vision):---------------------
   S. Grossberg, The Adaptive Brain: II. Vision, Speech, Language, and Motor
     Control.  Amsterdam: North Holland, 1986.
   S. Grossberg and E. Mingolla, "Neural Dynamics of Perceptual Grouping:
     Textures, Boundaries, and Emergent Segmentations."  Perception &
     Psychophysics, 1985 (38), p.141-171.
   S. Grossberg and E. Mingolla, "Neural Dynamics of Form Perception:
     Boundary Completion, Illusory Figures, and Neon Color Spreading."
     Psychological Review, 1985 (92), 173-211.
(Motor Control):---------------
   S. Grossberg and M. Kuperstein, Neural Dynamics of Adaptive Sensory-
     Motor Control: Ballistic Eye Movements.  Amsterdam: North-Holland, 1985.


If anyone's interested, I can supply more references.