Neural and massively parallel computers : the sixth generation
著者
書誌事項
Neural and massively parallel computers : the sixth generation
Wiley, c1988
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注記
"A Wiley-Interscience publication."
Includes bibliographies and indexes
内容説明・目次
内容説明
Aiming to bridge the gap between computer engineering and the life sciences, this book offers a straightforward treatment of parallel computing, emphasizing functions, systems and applications. Presenting unified coverage of material that is scattered throughout other works or previously unpublished, it also covers modern trends in computing and control, including ongoing efforts to push beyond the current fifth generation towards more brain-like computers. It addresses current research in psychology and linguistics, examining the state-of-knowledge of perception, learning and cognition. Different models of the brain are also examined. New computing systems currently under development such as cognitrons, goal-directed systems and pseudo-associative memories are described. An overview is presented of the biological signals and their computer processing, with selected models of biological information processing systems. Details are given of a concrete example of a biological language that has been successfully decoded. Concrete chart flows and programs in BASIC are included.
目次
FUTURE TRENDS: SIXTH GENERATION. Advances in Logic and Knowledge Engineering. Systems Emulating Human Behavior. Systems Emulating Brain-Behavior Functions. BRAIN-LIKE SYSTEMS UNDER DEVELOPMENT. Cognitrons and Neocognitrons. Adaptive Learning Systems. Goal-Directed Systems. Digital Transformation Systems and Pseudo-Associative Memories. Associative-Memory Based Systems. Massively Parallel Systems. BIOMODELS AND HARDWARE ARCHITECTURES. Simulation of Biological Systems. Biosignals and their Computer Processing. Communication Based on Timing in Insects. Communication Based on Frequency Pattern Recognition in Birds. Models of Quantized Information Transmission on Neural Terminals. BIOLANGUAGES AND SOFTWARE. Information Coding. Communication Based on Pulse Pattern Recognition of Fireflies. Brain Window Logic. Brain Window Language.
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