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001412345 1001_ $$aChurchland, Patricia Smith.
001412345 24514 $$aThe computational brain /$$cPatricia S. Churchland and Terrence J. Sejnowski.
001412345 260__ $$aCambridge, Mass. :$$bMIT Press,$$c©1992.
001412345 264_4 $$c©1992
001412345 300__ $$a1 online resource (xi, 544 pages) :$$billustrations.
001412345 336__ $$atext$$btxt$$2rdacontent
001412345 337__ $$acomputer$$bc$$2rdamedia
001412345 338__ $$aonline resource$$bcr$$2rdacarrier
001412345 4901_ $$aComputational neuroscience
001412345 500__ $$a"A Bradford book."
001412345 506__ $$aAccess limited to authorized users.
001412345 5201_ $$a"How do groups of neurons interact to enable the organism to see, decide, and move appropriately? What are the principles whereby networks of neurons represent and compute? These are the central questions probed by The Computational Brain. Churchland and Sejnowski address the foundational ideas of the emerging field of computational neuroscience, examine a diverse range of neural network models, and consider future directions of the field. The Computational Brain is the first unified and broadly accessible book to bring together computational concepts and behavioral data within a neurobiological framework." "Computer models constrained by neurobiological data can help reveal how networks of neurons subserve perception and behavior--how their physical interactions can yield global results in perception and behavior, and how their physical properties are used to code information and compute solutions. The Computational Brain focuses mainly on three domains: visual perception, learning and memory, and sensorimotor integration. Examples of recent computer models in these domains are discussed in detail, highlighting strengths and weaknesses, and extracting principles applicable to other domains. Churchland and Sejnowski show how both abstract models and neurobiologically realistic models can have useful roles in computational neuroscience, and they predict the coevolution of models and experiments at many levels of organization, from the neuron to the system."
001412345 5208_ $$a"The Computational Brain addresses a broad audience: neuroscientists, computer scientists, cognitive scientists, and philosophers. It is written for both the expert and novice. A basic overview of neuroscience and computational theory is provided, followed by a study of some of the most recent and sophisticated modeling work in the context of relevant neurobiological research. Technical terms are clearly explained in the text, and definitions are provided in an extensive glossary. The appendix contains a précis of neurobiological techniques."--Jacket.
001412345 588__ $$aOCLC-licensed vendor bibliographic record.
001412345 650_0 $$aBrain$$xComputer simulation.
001412345 650_0 $$aNeural networks (Neurobiology)
001412345 6530_ $$aHumans$$aBrain.
001412345 655_0 $$aElectronic books
001412345 7001_ $$aSejnowski, Terrence J.$$q(Terrence Joseph)
001412345 852__ $$bebk
001412345 85640 $$3MIT Press$$uhttps://univsouthin.idm.oclc.org/login?url=https://doi.org/10.7551/mitpress/2010.001.0001?locatt=mode:legacy$$zOnline Access through The MIT Press Direct
001412345 85642 $$3OCLC metadata license agreement$$uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
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