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The Computational Brain (Paperback, 25th Anniversary Edition)
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The Computational Brain (Paperback, 25th Anniversary Edition)
Series: Computational Neuroscience Series
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An anniversary edition of the classic work that influenced a
generation of neuroscientists and cognitive neuroscientists. Before
The Computational Brain was published in 1992, conceptual
frameworks for brain function were based on the behavior of single
neurons, applied globally. In The Computational Brain, Patricia
Churchland and Terrence Sejnowski developed a different conceptual
framework, based on large populations of neurons. They did this by
showing that patterns of activities among the units in trained
artificial neural network models had properties that resembled
those recorded from populations of neurons recorded one at a time.
It is one of the first books to bring together computational
concepts and behavioral data within a neurobiological framework.
Aimed at a broad audience of neuroscientists, computer scientists,
cognitive scientists, and philosophers, The Computational Brain is
written for both expert and novice. This anniversary edition offers
a new preface by the authors that puts the book in the context of
current research. This approach influenced a generation of
researchers. Even today, when neuroscientists can routinely record
from hundreds of neurons using optics rather than electricity, and
the 2013 White House BRAIN initiative heralded a new era in
innovative neurotechnologies, the main message of The Computational
Brain is still relevant.
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