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Bestseller
BestsellerE-book
Author Ballard, Dana H. (Dana Harry), 1946- author.

Title Brain computation as hierarchical abstraction / Dana H. Ballard.

Publication Info. Cambridge, Massachusetts : The MIT Press, [2015]

Item Status

Description 1 online resource (xiv, 440 pages).
Physical Medium polychrome
Description text file
Series Computational neuroscience
Computational neuroscience.
Bibliography Includes bibliographical references and index.
Contents Brain computation -- Brain overview -- Neurons and circuits -- Cortical memory -- Programs via reinforcement -- Sensory-motor routines -- Motor routines -- Operating system -- Decision making -- Emotions -- Consciousness.
Summary The vast differences between the brain's neural circuitry and a computer's silicon circuitry might suggest that they have nothing in common. In fact, as Dana Ballard argues in this book, computational tools are essential for understanding brain function. Ballard shows that the hierarchical organisation of the brain has many parallels with the hierarchical organisation of computing; as in silicon computing, the complexities of brain computation can be dramatically simplified when its computation is factored into different levels of abstraction.
Processing Action ebrary dda UPB
Local Note eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America
Subject Computational neuroscience.
Computational neuroscience.
Neurobiology.
Neurobiology.
Brain -- physiology.
Mental Processes -- physiology.
Models, Neurological.
Nerve Net -- physiology.
Neural Networks, Computer.
Neurons -- physiology.
Genre/Form Electronic books.
Other Form: Print version: Ballard, Dana H. (Dana Harry), 1946- Brain computation as hierarchical abstraction 9780262028615 (DLC) 2014021822 (OCoLC)881280260
ISBN 9780262323819 (electronic book)
0262323818 (electronic book)
9780262028615
0262028611