Neural Networks: EURASIP Workshop 1990 Sesimbra, Portugal, February 15–17, 1990 Proceedings

When are k-nearest neighbor and back propagation accurate for feasible sized sets of examples?....Pages 1-25
Complexity theory of neural networks and classification problems....Pages 26-44
Generalization performance of overtrained back-propagation networks....Pages 45-55
Stability of the random neural network model....Pages 56-68
Temporal pattern recognition using EBPS....Pages 69-80
Markovian spatial properties of a random field describing a stochastic neural network: Sequential or parallel implementation?....Pages 81-89
Chaos in neural networks....Pages 90-99
The “moving targets” training algorithm....Pages 100-109
Acceleration techniques for the backpropagation algorithm....Pages 110-119
Rule-injection hints as a means of improving network performance and learning time....Pages 120-129
Inversion in time....Pages 130-140
Cellular neural networks: Dynamic properties and adaptive learning algorithm....Pages 141-150
Improved simulated annealing, Boltzmann machine, and attributed graph matching....Pages 151-160
Artificial dendritic learning....Pages 161-174
A neural net model of human short-term memory development....Pages 175-185
Large vocabulary speech recognition using neural-fuzzy and concept networks....Pages 186-196
Speech feature extraction using neural networks....Pages 197-204
Neural network based continuous speech recognition by combining self organizing feature maps and Hidden Markov Modeling....Pages 205-214
Ultra-small implementation of a neural halftoning technique....Pages 215-224
Application of self-organising networks to signal processing....Pages 225-232
A study of neural network applications to signal processing....Pages 233-242
Simulation machine and integrated implementation of neural networks....Pages 243-266
VLSI implementation of an associative memory based on distributed storage of information....Pages 267-276