An overview of neural networks.

Some of the world's leading researchers in neural networks submitted their most recent results concerning their research in neural networks to the author for inclusion in this survey. Descriptive accounts of their collective papers are presented as well as a list of sources of information concerning neural networks, such as journals, books, and technical reports. The material is broken into categories related to established areas in computer science, robotics, neural modeling, and engineering.

[1]  James A. Anderson,et al.  Software for neural networks , 1988, CARN.

[2]  James A. Anderson,et al.  Concepts In Distributed Systems , 1986, Other Conferences.

[3]  A G Barto,et al.  Simulation Experiments with Goal-Seeking Adaptive Elements. , 1984 .

[4]  D. F. Bassi,et al.  High precision position control by Cartesian trajectory feedback and connectionist inverse dynamics feedforward , 1989, International 1989 Joint Conference on Neural Networks.

[5]  J. Hopfield,et al.  Computing with neural circuits: a model. , 1986, Science.

[6]  Robert M. Westervelt,et al.  Stability and dynamics of simple electronic neural networks with added inertia , 1986 .

[7]  Terrence J. Sejnowski,et al.  Learned classification of sonar targets using a massively parallel network , 1988, IEEE Trans. Acoust. Speech Signal Process..

[8]  S. Grossberg,et al.  Neural dynamics of attention switching and temporal-order information in short-term memory , 1988, Memory & cognition.

[9]  H.H. Szu,et al.  Adaptive invariant novelty filters , 1986, Proceedings of the IEEE.

[10]  Michael C. Mozer,et al.  Inductive Information Retrieval Using Parallel Distributed Computation. , 1984 .

[11]  B. Baird.  Nonlinear dynamics of pattern formation and pattern recognition in the rabbit olfactory bulb , 1986 .

[12]  P. Anandan,et al.  Pattern-recognizing stochastic learning automata , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[13]  D. Ackley.  A connectionist machine for genetic hillclimbing , 1987 .

[14]  Françoise Fogelman-Soulié,et al.  Disordered Systems and Biological Organization , 1986, NATO ASI Series.

[15]  R. K. Elsley,et al.  A learning architecture for control based on back-propagation neural networks , 1988, IEEE 1988 International Conference on Neural Networks.

[16]  D B Bounds.  Numerical simulations of Boltzmann Machines , 1987 .

[17]  Mark A. Fanty,et al.  Computing with structured neural networks , 1988, Computer.

[18]  Daniel Levine.  Neural Population Modeling and Psychology: A Review , 1983 .

[19]  B H Soffer,et al.  Associative holographic memory with feedback using phase-conjugate mirrors. , 1986, Optics letters.

[20]  Teuvo Kohonen,et al.  Self-Organization and Associative Memory, Third Edition , 1989, Springer Series in Information Sciences.

[21]  S. Grossberg,et al.  The Adaptive Brain , 1990 .

[22]  S. Amari,et al.  Competition and Cooperation in Neural Nets , 1982 .

[23]  Allon Guez,et al.  On the stability, storage capacity, and design of nonlinear continuous neural networks , 1988, IEEE Trans. Syst. Man Cybern..

[24]  Richard P. Lippmann,et al.  An introduction to computing with neural nets , 1987 .

[25]  C Koch,et al.  Analog "neuronal" networks in early vision. , 1986, Proceedings of the National Academy of Sciences of the United States of America.

[26]  Lawrence D. Jackel,et al.  VLSI implementation of a neural network memory with several hundreds of neurons , 1987 .

[27]  Dana H. Ballard,et al.  Parallel Logical Inference and Energy Minimization , 1986, AAAI.

[28]  Jean-Claude Latombe,et al.  Robot Motion Planning: A Distributed Representation Approach , 1991, Int. J. Robotics Res..

[29]  Gordon L. Shaw,et al.  Space-time correlations of neuronal firing related to memory storage capacity , 1978, Brain Research Bulletin.

[30]  John Lazzaro,et al.  A machine for neural computation of acoustical patterns with application to real time speech recognition , 1987 .

[31]  Arthur D. Fisher,et al.  Implementations Of Adaptive Associative Optical Computing Elements , 1986, Photonics West - Lasers and Applications in Science and Engineering.

[32]  Jerome A. Feldman,et al.  Connectionist models and parallelism in high level vision , 1985, Comput. Vis. Graph. Image Process..

[33]  R. MacCallum.  Relationships between linear systems theory and covariance structure modeling , 1986 .

[34]  J. A. Anderson,et al.  A neural network model of multistable perception. , 1985, Acta psychologica.

[35]  Georg Schnitger,et al.  Parallel Computation with Threshold Functions , 1988, J. Comput. Syst. Sci..

[36]  Stephen M. Omohundro,et al.  Efficient Algorithms with Neural Network Behavior , 1987, Complex Syst..

[37]  Stephen Grossberg,et al.  A massively parallel architecture for a self-organizing neural pattern recognition machine , 1988, Comput. Vis. Graph. Image Process..

[38]  David B. Parker,et al.  A comparison of algorithms for neuron-like cells , 1987 .

[39]  A G Barto,et al.  Learning by statistical cooperation of self-interested neuron-like computing elements. , 1985, Human neurobiology.

[40]  Fernando Vicuna,et al.  Associative network applications to low-level machine vision. , 1987, Applied optics.

[41]  T. Kohonen.  Adaptive, associative, and self-organizing functions in neural computing. , 1987, Applied optics.

[42]  T. M. Martinetz,et al.  3D neural net for learning visuomotor-coordination of a robot arm , 1989, International 1989 Joint Conference on Neural Networks.

[43]  Stephen Grossberg,et al.  Neural dynamics of speech and language coding: developmental programs, perceptual grouping, and competition for short-term memory. , 1986, Human neurobiology.

[44]  D. Psaltis,et al.  Shift Invariance In Optical Associative Memories , 1986, Photonics West - Lasers and Applications in Science and Engineering.

[45]  P. A. Penz,et al.  Digial signal processor accelerators for neural network simulations , 1987 .

[46]  Walter J. Freeman,et al.  HARDWARE SIMULATION OF BRAIN DYNAMICS IN LEARNING: THE SPOCK. , 1987 .

[47]  John A. Barnden.  Complex Cognitive Information Processing: A Computational Architecture With a Connectionist Implementation , 1992 .

[48]  Demetri Psaltis,et al.  Nonlinear discriminant functions and associative memories , 1987 .

[49]  Robert M. Farber,et al.  Programming a massively parallel, computation universal system: Static behavior , 1987 .

[50]  G W Hoffmann,et al.  A neural network model based on the analogy with the immune system. , 1986, Journal of theoretical biology.

[51]  Dana H. Ballard,et al.  Modular Learning in Neural Networks , 1987, AAAI.

[52]  D. Ackley.  Stochastic iterated genetic hillclimbing , 1987 .

[53]  Patrick K. Simpson.  A Survey of Artificial Neural Systems. , 1987 .

[54]  R. Hecht-Nielsen.  Nearest matched filter classification of spatiotemporal patterns. , 1987, Applied optics.

[55]  Richard J. Sasiela.  Forgetting as a way to improve neural-net behavior , 1987 .

[56]  Demetri Psaltis,et al.  Linear and logarithmic capacities in associative neural networks , 1989, IEEE Trans. Inf. Theory.

[57]  B Kosko,et al.  Adaptive bidirectional associative memories. , 1987, Applied optics.

[58]  Alan S. Lapedes,et al.  A self-optimizing, nonsymmetrical neural net for content addressable memory and pattern recognition , 1986 .

[59]  Robert Hecht-Nielsen,et al.  Performance Limits Of Optical, Electro-Optical, And Electronic Neurocomputers , 1986, Other Conferences.

[60]  Bernardo A. Huberman,et al.  AN IMPROVED THREE LAYER, BACK PROPAGATION ALGORITHM , 1987 .

[61]  Dana H. Ballard,et al.  Cortical connections and parallel processing: Structure and function , 1986, Behavioral and Brain Sciences.

[62]  M. Hirsch.  CONVERGENCE IN NEURAL NETS. , 1987 .

[63]  Kunihiko Fukushima,et al.  A neural network model for selective attention in visual pattern recognition , 1986, Biological Cybernetics.

[64]  Geoffrey E. Hinton,et al.  Learning representations by back-propagating errors , 1986, Nature.

[65]  S. Grossberg,et al.  Computer simulation of neural networks for perceptual psychology , 1988 .

[66]  R Linsker,et al.  From basic network principles to neural architecture: emergence of spatial-opponent cells. , 1986, Proceedings of the National Academy of Sciences of the United States of America.

[67]  Richard M. Golden.  A Developmental Neural Model of Visual Word Perception , 1986 .

[68]  S Grossberg,et al.  Masking fields: a massively parallel neural architecture for learning, recognizing, and predicting multiple groupings of patterned data. , 1987, Applied optics.

[69]  Jerome A. Feldman,et al.  Neural Representation of Conceptual Knowledge. , 1986 .

[70]  S. Grossberg.  Cortical dynamics of three-dimensional form, color, and brightness perception: I. Monocular theory , 1987, Perception & psychophysics.

[71]  Pentti Kanerva,et al.  Parallel structures in human and computer memory , 1987 .

[72]  Tariq Samad.  A Connectionist Network That Learns To Process Some (Very) Simple Sentences. , 1986 .

[73]  R. Eckmiller,et al.  Neural kinematics net for a redundant robot arm , 1989, International 1989 Joint Conference on Neural Networks.

[74]  Stephen Grossberg,et al.  Associative Learning, Adaptive Pattern Recognition, And Cooperative-Competitive Decision Making By Neural Networks , 1986, Other Conferences.

[75]  Stephen Grossberg,et al.  Neural dynamics of surface perception: Boundary webs, illuminants, and shape-from-shading , 1987, Comput. Vis. Graph. Image Process..