1991 IEEE International Joint Conference on Neural Networks, Singapore, Nov. 18-21, 1991, Proceedings. Vols. 1-3

Conference · Mon Dec 31 23:00:00 EST 1990

OSTI ID:6169938

The present conference the application of neural networks to associative memories, neurorecognition, hybrid systems, supervised and unsupervised learning, image processing, neurophysiology, sensation and perception, electrical neurocomputers, optimization, robotics, machine vision, sensorimotor control systems, and neurodynamics. Attention is given to such topics as optimal associative mappings in recurrent networks, self-improving associative neural network models, fuzzy activation functions, adaptive pattern recognition with sparse associative networks, efficient question-answering in a hybrid system, the use of abstractions by neural networks, remote-sensing pattern classification, speech recognition with guided propagation, inverse-step competitive learning, and rotational quadratic function neural networks. Also discussed are electrical load forecasting, evolutionarily stable and unstable strategies, the capacity of recurrent networks, neural net vs control theory, perceptrons for image recognition, storage capacity of bidirectional associative memories, associative random optimization for control, automatic synthesis of digital neural architectures, self-learning robot vision, and the associative dynamics of chaotic neural networks.

• OSTI ID: 6169938
• Report Number(s): CONF-9111325--; ISBN: 0-7803-0227-3
• Country of Publication: United States
• Language: English

Related Subjects

99 GENERAL AND MISCELLANEOUS
990200* -- Mathematics & Computers
ARTIFICIAL INTELLIGENCE
COMPUTERIZED SIMULATION
COMPUTERS
DIGITAL SYSTEMS
EXPERT SYSTEMS
HYBRID COMPUTERS
IMAGE PROCESSING
KNOWLEDGE BASE
MEDICINE
MEETINGS
NEURAL NETWORKS
NEUROLOGY
OPTIMIZATION
PARALLEL PROCESSING
PATTERN RECOGNITION
PROCESSING
PROGRAMMING
SIMULATION
STOCHASTIC PROCESSES
TECHNOLOGY ASSESSMENT