Neural-network models of cognition[e...
Donahoe, John W., (1932-)

 

  • Neural-network models of cognition[electronic resource] :biobehavioral foundations /
  • 紀錄類型: 書目-語言資料,印刷品 : Monograph/item
    杜威分類號: 612.8/2
    書名/作者: Neural-network models of cognition : biobehavioral foundations // edited by John W. Donahoe and Vivian Packard Dorsel.
    其他作者: Donahoe, John W.,
    出版者: Amsterdam ; : Elsevier,, 1997.
    面頁冊數: 1 online resource (xiv, 586 p.) : : ill.
    標題: Neural networks (Neurobiology)
    標題: Neuropsychology.
    標題: Cognitive neuroscience.
    標題: Neurale netwerken.
    標題: Cognitie.
    ISBN: 9780444819314
    ISBN: 0444819312
    書目註: Includes bibliographical references (p. 539-581) and index.
    摘要、提要註: 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.
    電子資源: http://www.sciencedirect.com/science/book/9780444819314
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