Artificial Neural Networks: International Workshop IWANN '91 Granada, Spain, September 17–19, 1991 Proceedings

Cooperative computing and neural networks....Pages 1-10
Neural Net\'s theory — The specifications of a computational model of memory and information processing in decision-making....Pages 11-16
Chaotic neural networks and associative memory....Pages 17-24
Nonequilibrium model of neural networks....Pages 25-32
A modified algorithm for self-organizing maps based on the Schrödinger equation....Pages 33-47
Neural network modelling by means of networks of finite automata....Pages 48-53
Adaptive optimization of neural algorithms....Pages 54-61
Neural networks with hysteresis type of nonlinearity exhibit global optimization property....Pages 62-68
Stability measurement criterion for neural networks of competitive learning....Pages 69-77
On the power of networks of majority functions....Pages 78-85
Using quadratic perceptrons to reduce interconnection density in multilayer neural networks....Pages 86-92
Always trying to write an equation for the brain....Pages 93-100
Transformation of control signals for saccadic eye movements....Pages 101-108
On the semantics of morphogenesys in photoreceptors....Pages 109-115
Implementing a \"psychophysical\" pattern classifier in a decrementing network....Pages 116-123
Contributions of Neural Net\'s Theory to the understanding of Psychopathological productions in Schizophrenia....Pages 124-129
Backpropagation growing networks: Towards local minima elimination....Pages 130-135
Methods for encoding in multilayer feed-forward neural networks....Pages 136-143
Learning algorithm for feed-forward neural networks with discrete synapses....Pages 144-152
Synthesis of adaptive memories with neural networks....Pages 153-161
Minimally disturbing learning....Pages 162-172
Fuzzy-neunet: A non standard neural network....Pages 173-180
Decrementing hamming and Bayesian neural networks: Analog implementations and relative performance....Pages 181-188
Dynamic thresholds and attractor neural networks....Pages 189-195
Use of genetic algorithms in neural networks definition....Pages 196-203
Simulated evolution of modular networks....Pages 204-211
Computational experiments with Boltzmann Machines....Pages 212-215
An adaptive resonance theory architecture for the automatic recognition of on-line handwritten symbols of a mathematical editor....Pages 216-226
An experimental design advisor and neural network analysis package....Pages 227-234
Extending an object oriented concurrent logic language for neural network simulations....Pages 235-242
Application and implementation of neural networks in microelectronics....Pages 243-259
Cmos implementation of a cellular neural network with dynamically alterable cloning templates....Pages 260-267
Systolic implementation of hopfield networks of arbitrary size....Pages 268-276
Vlsi fully connected neural networks for the implementation of other topologies....Pages 277-284
Backpropagation multilayer perceptron: A modular implementation....Pages 285-295
Toroidal neural network processor: Multiple learning algorithm support....Pages 296-306
Cmos implementation of synapse matrices with programmable analog weights....Pages 307-314
Analog VLSI synapse matrix with enhanced stochastic computations....Pages 315-321
Cmos continuous BAM with on chip learning....Pages 322-327
An integrated circuit for artificial neural networks....Pages 328-332
An application of neural networks to natural scene segmentation....Pages 333-339
An approach to isolated word recognition using multilayer perceptrons....Pages 340-347
The use of multilayer perceptrons in isolated word recognition....Pages 348-354
Continuous speech recognition with the connectionist viterbi training procedure: A summary of recent work....Pages 355-360
Recurrent neural networks for speech recognition....Pages 361-369
A speech recognition system that integrates neural nets and HMM....Pages 370-376
Comparison of neural networks and conventional techniques for automatic recognition of a multilingual speech database....Pages 377-384
Optimization problems on concurrent testing solved by neural networks....Pages 385-394
Application of high-order hopfield neural networks to the solution of diophantine equations....Pages 395-400
Self-organizing feature maps and their application to digital coding of information....Pages 401-408
Neural networks as error correcting systems in digital communications....Pages 409-414
Application of vector quantization algorithms to protein classification and secondary structure computation....Pages 415-421
Application of the LVQ neural method to a stellar catalogue....Pages 422-429
Neural network design for mobile robot control following a contour....Pages 430-436
A supervisory technique to apply neural networks in control....Pages 437-444
Autonomous controller tuning by using a neural network....Pages 445-452
Neural networks for water demand time series forecasting....Pages 453-460
Using artificial neural networks to aid decision making processes....Pages 461-468
Data analysis: How to compare Kohonen neural networks to other techniques?....Pages 469-476