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E-raamat: Biology And Computation: A Physicist's Choice

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  • Formaat: 868 pages
  • Sari: Advanced Series In Neuroscience 3
  • Ilmumisaeg: 04-Mar-1994
  • Kirjastus: World Scientific Publishing Co Pte Ltd
  • Keel: eng
  • ISBN-13: 9789814504140
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Biology And Computation: A Physicist's ChoiceSuurem pilt
  • Formaat: 868 pages
  • Sari: Advanced Series In Neuroscience 3
  • Ilmumisaeg: 04-Mar-1994
  • Kirjastus: World Scientific Publishing Co Pte Ltd
  • Keel: eng
  • ISBN-13: 9789814504140
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This book provides a comprehensive review of the works in the rapidly evolving field of neural networks and brain studies. Its purpose is two-fold: to help physicists entering this field to get a broader view of the context of the domain, and to help scientists of other disciplines to reach a better understanding of the physicists' contributions within a context of perspectives they can relate to.Included in the volume are 68 carefully selected, high quality reprints to provide the volume with both breadth and depth. It is organized into 5 sections and 22 chapters, both the sections and chapters being preceded by introductory comments by the editors.
Part 1 Setting the stage: forewords; introductory warnings; physics,
biology, computation; computer and brain; logic and statistics; some
perceptual facts and issues. Part 2 Biological concepts and methods. Part 3
computational goals and means; mental representations; information theory and
perception; neuroanatomy; aspects of biocomputation. Part 4 Modes of
computation: processing and learning; neural networks; parallel algorithms;
generalization; learning a rule; early sensory processing; neural codes. Part
5 Brain areas, circuits and dynamics: sensory and motor pathways; bridges
between psychophysics and physiology; structures and functions of various
brain areas; representations of space in the brain; oscillations and
synchrony. Part 6 Debates and speculations: theory-experimental interplay;
roles of retroactivation; computational strategies; language and
consciousness.
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