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Advances in Neural Information Processing Systems Vol. 8: Proceedings of the 1995 Conference

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Advances in Neural Information Processing Systems Vol. 8: Proceedings of the 1995 Conference Cover

 

Synopses & Reviews

Publisher Comments:

The past decade has seen greatly increased interaction between theoretical work in neuroscience, cognitive science and information processing, and experimental work requiring sophisticated computational modeling. The 152 contributions in NIPS 8 focus on a wide variety of algorithms and architectures for both supervised and unsupervised learning. They are divided into nine parts: Cognitive Science, Neuroscience, Theory, Algorithms and Architectures, Implementations, Speech and Signal Processing, Vision, Applications, and Control.Chapters describe how neuroscientists and cognitive scientists use computational models of neural systems to test hypotheses and generate predictions to guide their work. This work includes models of how networks in the owl brainstem could be trained for complex localization function, how cellular activity may underlie rat navigation, how cholinergic modulation may regulate cortical reorganization, and how damage to parietal cortex may result in neglect.Additional work concerns development of theoretical techniques important for understanding the dynamics of neural systems, including formation of cortical maps, analysis of recurrent networks, and analysis of self- supervised learning.Chapters also describe how engineers and computer scientists have approached problems of pattern recognition or speech recognition using computational architectures inspired by the interaction of populations of neurons within the brain. Examples are new neural network models that have been applied to classical problems, including handwritten character recognition and object recognition, and exciting new work that focuses on building electronic hardware modeled after neural systems.A Bradford Book

Synopsis:

The past decade has seen greatly increased interaction between theoretical work in neuroscience, cognitive science and information processing, and experimental work requiring sophisticated computational modeling. The 152 contributions in

About the Author

Michael C. Mozer is a Professor in the Department of Computer Science and the Institute of Cognitive Science at the University of Colorado, Boulder. In 1990 he received the Presidential Young Investigator Award from the National Science Foundation.

Product Details

ISBN:
9780262201070
Editor:
Touretzky, David S.
Editor:
Hasselmo, Michael E.
Editor:
Mozer, Michael C.
Editor:
Touretzky, David S.
Editor:
Hasselmo, Michael E.
Author:
Touretzky, David S.
Author:
Hasselmo, Michael E.
Author:
Mozer, Michael C.
Editor:
Mozer, Michael C.
Publisher:
Mit Press
Location:
Cambridge, Mass. ;
Subject:
Computer Science
Subject:
Information storage and retrieval systems
Subject:
Neural Networks
Subject:
Neural circuitry
Subject:
Networking - General
Series:
Advances in Neural Information Processing Systems 8
Publication Date:
19960631
Binding:
HARDCOVER
Grade Level:
from 17
Language:
English
Illustrations:
Yes
Pages:
1120
Dimensions:
10 x 7 in 4.65 lb

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Advances in Neural Information Processing Systems Vol. 8: Proceedings of the 1995 Conference New Hardcover
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Product details 1120 pages M I T Press - English 9780262201070 Reviews:
"Synopsis" by , The past decade has seen greatly increased interaction between theoretical work in neuroscience, cognitive science and information processing, and experimental work requiring sophisticated computational modeling. The 152 contributions in
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