Neural Networks, Volume 1

Volume 1, Number 1, 1988

• Stephen Grossberg:
  Editorial. 1-
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• Teuvo Kohonen:
  An introduction to neural computing. 3-16
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• Stephen Grossberg:
  Nonlinear neural networks: Principles, mechanisms, and architectures. 17-61
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• Shun-ichi Amari, Kenjiro Maginu:
  Statistical neurodynamics of associative memory. 63-73
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• R. Paul Gorman, Terrence J. Sejnowski:
  Analysis of hidden units in a layered network trained to classify sonar targets. 75-89
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• Carver Mead, Misha Mahowald:
  A silicon model of early visual processing. 91-97
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Volume 1, Number 2, 1988

• Allen I. Selverston:
  A consideration of invertebrate central pattern generators as computational data bases. 109-117
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• Kunihiko Fukushima:
  Neocognitron: A hierarchical neural network capable of visual pattern recognition. 119-130
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• Robert Hecht-Nielsen:
  Applications of counterpropagation networks. 131-139
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• Christoph von der Malsburg:
  Pattern recognition by labeled graph matching. 141-148
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• Demetri Psaltis, Cheol Hoon Park, John Hong:
  Higher order associative memories and their optical implementations. 149-163
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Volume 1, Number 3, 1988

• Alice J. O'Toole, Richard B. Millward, James A. Anderson:
  A physical system approach to recognition memory for spatially transformed faces. 179-199
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• Murali M. Menon, Karl G. Heinemann:
  Classification of patterns using a self-organizing neural network. 201-215
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• Michael A. Cohen:
  Sustained oscillations in a symmetric cooperative-competitive neural network: Disproof of a conjecture about content addressable memory. 217-221
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• Charles M. Newman:
  Memory capacity in neural network models: Rigorous lower bounds. 223-238
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• János Komlós, Ramamohan Paturi:
  Convergence results in an associative memory model. 239-250
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• Hiroyuki Miyamoto, Mitsuo Kawato, Tohru Setoyama, Ryoji Suzuki:
  Feedback-error-learning neural network for trajectory control of a robotic manipulator. 251-265
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Volume 1, Number 4, 1988

• Walter J. Freeman, Yong Yao, Brian C. Burke:
  Central pattern generating and recognizing in olfactory bulb: A correlation learning rule. 277-288
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• Bernard Angéniol, Gaël de La Croix Vaubois, Jean-Yves Le Texier:
  Self-organizing feature maps and the travelling salesman problem. 289-293
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• Robert A. Jacobs:
  Increased rates of convergence through learning rate adaptation. 295-307
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• Pierre Peretto:
  On the dynamics of memorization processes. 309-322
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• Harvey J. Greenberg:
  Equilibria of the brain-state-in-a-box (BSB) neural model. 323-324
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• Robert J. Jannarone, Kai F. Yu, Yoshiyasu Takefuji:
  Conjunctoids: Statistical learning modules for binary events. 325-337
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• Paul J. Werbos:
  Generalization of backpropagation with application to a recurrent gas market model. 339-356
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