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New directions in statistical signal processing :from systems to brain
Signal processing and neural computation have separately and significantly influenced many disciplines, but the cross-fertilization of the two fields has begun only recently. Research now shows that each has much to teach the other, as we see highly sophisticated kinds of signal processing and elaborate hierachical levels of neural computation performed side by side in the brain. In New Directi…
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- ISBN/ISSN
- 9780262256315
- Collation
- 1 online resource (vi, 514 pages) :illustrations.
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The Computational Brain
"A Bradford book.""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 neu…
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- ISBN/ISSN
- 9780262270298
- Collation
- 1 online resource (xi, 544 pages) :illustrations.
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Computational Explorations in Cognitive Neuroscience: Understanding the Mind …
"A Bradford book."The goal of computational cognitive neuroscience is to understand how the brain embodies the mind by using biologically based computational models comprising networks of neuronlike units. This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the field. The neural units in th…
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- ISBN/ISSN
- 9780262280907
- Collation
- 1 online resource (xxvii, 504 pages) :illustrations
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Discovering the human connectome
A pioneer in the field outlines new empirical and computational approaches to mapping the neural connections of the human brain.OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262305730
- Collation
- 1 online resource (xii, 232 pages) :illustrations
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An introduction to neural networks
An Introduction to Neural Networks falls into a new ecological niche for texts. Based on notes that have been class-tested for more than a decade, it is aimed at cognitive science and neuroscience students who need to understand brain function in terms of computational modeling, and at engineers who want to go beyond formal algorithms to applications and computing strategies. It is the only cur…
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- ISBN/ISSN
- 9780262315883
- Collation
- 1 online resource (xi, 650 pages) : illustrations
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- Call Number
- 001 AND i
The neurocognitive theory of dreaming :the where, how, when, what, and why of…
"An up-to-date synthesis of the neurocognitive theory of dreaming as presented by its founder"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 0262370883
- Collation
- 1 online resource.
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Changing connectomes :evolution, development, and dynamics in network neurosc…
"An overview of how networks develop in the brain; from their emergence during early development to normal aging and in the presence of neurodevelopmental and neurodegenerative disorders"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 0262360829
- Collation
- 1 online resource.
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Models of information processing in the basal ganglia
"A Bradford book.""Recent years have seen a remarkable expansion of knowledge about the anatomical organization of the part of the brain known as the basal ganglia, the signal processing that occurs in these structures, and the many relations both to molecular mechanisms and to cognitive functions. This book brings together the biology and computational features of the basal ganglia and their r…
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- ISBN/ISSN
- 0585357242
- Collation
- 1 online resource (xii, 382 pages) :illustrations.
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Modeling neural development
"A Bradford Book."Studies neural development using computational and mathematical modeling. Modeling provides precise and exact ways of expression, which allow us to go beyond the insights that intuitive or commonsense reasoning alone can yield. Most neural modeling focuses on information processing in the adult nervous system. This book shows how models can be used to study the development of …
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- ISBN/ISSN
- 9780262285438
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- 1 online resource (xiv, 322 pages) :illustrations.
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The Mind Within the Net :Models of Learning, Thinking, and Acting.
AnnotationOCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262284165
- Collation
- 1 online resource (376 pages)
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