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Neural Network Models of Cognition

J.W. Donahoe, V.P. Dorsel
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      This internationally authored volume presents major findings, concepts, and methods of behavioral neuroscience coordinated with their simulation via neural networks. A central theme is that biobehaviorally constrained simulations provide a rigorous means to explore the implications of relatively simple processes for the understanding of cognition (complex behavior). Neural networks are held to serve the same function for behavioral neuroscience as population genetics for evolutionary science. The volume is divided into six sections, each of which includes both experimental and simulation research: (1) neurodevelopment and genetic algorithms, (2) synaptic plasticity (LTP), (3) sensory/hippocampal systems, (4) motor systems, (5) plasticity in large neural systems (reinforcement learning), and (6) neural imaging and language. The volume also includes an integrated reference section and a comprehensive index.
      Format: CONTRIBUTORS: J.W. Donahoe, V.P. Dorsel EAN: 9780444819314 COUNTRY: United States PAGES: WEIGHT: 1080 g HEIGHT: 234 cm
      PUBLISHED BY: Elsevier Science & Technology DATE PUBLISHED: 1997-09-26 CITY: GENRE: COMPUTERS / Data Science / Neural Networks, PSYCHOLOGY / Cognitive Psychology & Cognition WIDTH: 156 cm SPINE:

      Book Themes:

      Cognition and cognitive psychology, Neurosciences

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      This internationally authored volume presents major findings, concepts, and methods of behavioral neuroscience coordinated with their simulation via neural networks. A central theme is that biobehaviorally constrained simulations provide a rigorous means to explore the implications of relatively simple processes for the understanding of cognition (complex behavior). Neural networks are held to serve the same function for behavioral neuroscience as population genetics for evolutionary science. The volume is divided into six sections, each of which includes both experimental and simulation research: (1) neurodevelopment and genetic algorithms, (2) synaptic plasticity (LTP), (3) sensory/hippocampal systems, (4) motor systems, (5) plasticity in large neural systems (reinforcement learning), and (6) neural imaging and language. The volume also includes an integrated reference section and a comprehensive index.
      Format: CONTRIBUTORS: J.W. Donahoe, V.P. Dorsel EAN: 9780444819314 COUNTRY: United States PAGES: WEIGHT: 1080 g HEIGHT: 234 cm
      PUBLISHED BY: Elsevier Science & Technology DATE PUBLISHED: 1997-09-26 CITY: GENRE: COMPUTERS / Data Science / Neural Networks, PSYCHOLOGY / Cognitive Psychology & Cognition WIDTH: 156 cm SPINE:

      Book Themes:

      Cognition and cognitive psychology, Neurosciences

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