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Author: MA Arbib (ed)
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Book Description
Author: MA Arbib (ed)
Publisher:
ISBN:
Category :
Languages : en
Pages :
Get Book Here
Book Description
Author: Michael A. Arbib
Publisher: Springer Science & Business Media
ISBN: 9780387968933
Category : Computers
Languages : en
Pages : 296
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Book Description
The study of neural networks is enjoying a great renaissance, both in computational neuroscience, the development of information processing models of living brains, and in neural computing, the use of neurally inspired concepts in the construction of "intelligent" machines. Thus the title of this volume has two interpretations: It presents models and data on the dynamic interactions occurring in the brain, and it exhibits the dynamic interactions between research in computational neuroscience and in neural computing, as scientists seek to find common principles to guide the understanding of the living brain and the design of artificial neural networks. This collection of contributions presents the current state of research, future trends and open problems in an exciting field of today's science.
Author: Wulfram Gerstner
Publisher: Cambridge University Press
ISBN: 1107060834
Category : Computers
Languages : en
Pages : 591
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Book Description
This solid introduction uses the principles of physics and the tools of mathematics to approach fundamental questions of neuroscience.
Author: Daniel A. Roberts
Publisher: Cambridge University Press
ISBN: 1316519333
Category : Computers
Languages : en
Pages : 473
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Book Description
This volume develops an effective theory approach to understanding deep neural networks of practical relevance.
Author: Stefanos Kollias
Publisher: Springer Science & Business Media
ISBN: 3540386254
Category : Artificial intelligence
Languages : en
Pages : 1041
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Book Description
Author: Michael A. Arbib
Publisher: MIT Press
ISBN: 9780262011594
Category : Medical
Languages : en
Pages : 442
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Book Description
In Neural Organization, Arbib, Erdi, and Szentagothai integrate structural, functional, and dynamical approaches to the interaction of brain models and neurobiologcal experiments. Both structure-based "bottom-up" and function- based "top-down" models offer coherent concepts by which to evaluate the experimental data. The goal of this book is to point out the advantages of a multidisciplinary, multistrategied approach to the brain.Part I of Neural Organization provides a detailed introduction to each of the three areas of structure, function, and dynamics. Structure refers to the anatomical aspects of the brain and the relations between different brain regions. Function refers to skills and behaviors, which are explained by means of functional schemas and biologically based neural networks. Dynamics refers to the use of a mathematical framework to analyze the temporal change of neural activities and synaptic connectivities that underlie brain development and plasticity--in terms of both detailed single-cell models and large-scale network models.In part II, the authors show how their systematic approach can be used to analyze specific parts of the nervous system--the olfactory system, hippocampus, thalamus, cerebral cortex, cerebellum, and basal ganglia--as well as to integrate data from the study of brain regions, functional models, and the dynamics of neural networks. In conclusion, they offer a plan for the use of their methods in the development of cognitive neuroscience."
Author: Pierre Peretto
Publisher: Cambridge University Press
ISBN: 9780521424875
Category : Computers
Languages : en
Pages : 496
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Book Description
This book is a beginning graduate-level introduction to neural networks which is divided into four parts.
Author: Steven L. Brunton
Publisher: Cambridge University Press
ISBN: 1009098489
Category : Computers
Languages : en
Pages : 615
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Book Description
A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.
Author: Cognitive Science Society (U.S.). Conference
Publisher: Psychology Press
ISBN: 9780805825411
Category : Artificial intelligence
Languages : en
Pages : 908
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Book Description
First Published in 1996. Routledge is an imprint of Taylor & Francis, an informa company.
Author: J. Wickens
Publisher: Pergamon
ISBN: 1483287912
Category : Computers
Languages : en
Pages : 195
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Book Description
A Theory of the Striatum.
