Introduction To The Theory Of Neural Computation

Written By John A. Hertz
Introduction To The Theory Of Neural Computation
  • Publsiher : CRC Press
  • Release : 08 March 2018
  • ISBN : 0429979290
  • Pages : 352 pages
  • Rating : /5 from reviews
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Download or read book entitled Introduction To The Theory Of Neural Computation by author: John A. Hertz which was release on 08 March 2018 and published by CRC Press with total page 352 pages . This book available in PDF, EPUB and Kindle Format. Comprehensive introduction to the neural network models currently under intensive study for computational applications. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest.

Introduction To The Theory Of Neural Computation

Introduction To The Theory Of Neural Computation
  • Author : John A. Hertz
  • Publisher : CRC Press
  • Release Date : 2018-03-08
  • Total pages : 352
  • ISBN : 0429979290
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Summary : Comprehensive introduction to the neural network models currently under intensive study for computational applications. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest....

Unsupervised Learning

Unsupervised Learning
  • Author : Geoffrey E. Hinton,Terrence Joseph Sejnowski,Howard Hughes Medical Institute Computational Neurobiology Laboratory Terrence J Sejnowski
  • Publisher : MIT Press
  • Release Date : 1999
  • Total pages : 398
  • ISBN : 0429979290
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Summary : Introduction; Unsupervised learning; Local synaptic learning rules suffice to maximize mutual information in a linear network; Convergent algorithm for sensory receptive field development; Emergence of position-independent detectors of snese of rotation and dilation with hebbian learning: an analysis; Learning invariance from transformation sequences; Learning perceptually salient visual parameters using spatiotemporal ...

From Natural to Artificial Neural Computation

From Natural to Artificial Neural Computation
  • Author : International Workshop on Artificial Neural Networks,Jose Mira,Francisco Sandoval
  • Publisher : Springer Science & Business Media
  • Release Date : 1995-05-24
  • Total pages : 1150
  • ISBN : 0429979290
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Summary : This volume presents the proceedings of the International Workshop on Artificial Neural Networks, IWANN '95, held in Torremolinos near Malaga, Spain in June 1995. The book contains 143 revised papers selected from a wealth of submissions and five invited contributions; it covers all current aspects of neural computation and presents the state ...

Artificial Neural Networks and Machine Learning ICANN 2019 Theoretical Neural Computation

Artificial Neural Networks and Machine Learning     ICANN 2019  Theoretical Neural Computation
  • Author : Igor V. Tetko,Věra Kůrková,Pavel Karpov,Fabian Theis
  • Publisher : Springer Nature
  • Release Date : 2019-11-04
  • Total pages : 839
  • ISBN : 0429979290
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Summary : The proceedings set LNCS 11727, 11728, 11729, 11730, and 11731 constitute the proceedings of the 28th International Conference on Artificial Neural Networks, ICANN 2019, held in Munich, Germany, in September 2019. The total of 277 full papers and 43 short papers presented in these proceedings was carefully reviewed and selected from 494 submissions. They were organized in 5 volumes focusing on ...

New Trends in Neural Computation

New Trends in Neural Computation
  • Author : International Workshop on Artificial Neural Networks$ (1993 : Sitges, Espagne),Anonimo,Jose Mira,Joan Cabestany,Alberto Prieto
  • Publisher : Springer Science & Business Media
  • Release Date : 1993-05-27
  • Total pages : 746
  • ISBN : 0429979290
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Summary : Neural computation arises from the capacity of nervous tissue to process information and accumulate knowledge in an intelligent manner. Conventional computational machines have encountered enormous difficulties in duplicatingsuch functionalities. This has given rise to the development of Artificial Neural Networks where computation is distributed over a great number of local ...

Limitations and Future Trends in Neural Computation

Limitations and Future Trends in Neural Computation
  • Author : Anonim
  • Publisher : IOS Press
  • Release Date : 2003
  • Total pages : 245
  • ISBN : 0429979290
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Summary : Read online Limitations and Future Trends in Neural Computation written by , published by IOS Press which was released on 2003. Download full Limitations and Future Trends in Neural Computation Books now! Available in PDF, ePub and Kindle....

Handbook of Neural Computation

Handbook of Neural Computation
  • Author : Emile Fiesler,Russell Beale
  • Publisher : CRC Press
  • Release Date : 2020-01-15
  • Total pages : 436
  • ISBN : 0429979290
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Summary : The Handbook of Neural Computation is a practical, hands-on guide to the design and implementation of neural networks used by scientists and engineers to tackle difficult and/or time-consuming problems. The handbook bridges an information pathway between scientists and engineers in different disciplines who apply neural networks to similar probl...

Information Theoretic Neural Computation

Information Theoretic Neural Computation
  • Author : Ryotaro Kamimura
  • Publisher : World Scientific
  • Release Date : 2002-12-19
  • Total pages : 220
  • ISBN : 0429979290
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Summary : In order to develop new types of information media and technology, it is essential to model complex and flexible information processing in living systems. This book presents a new approach to modeling complex information processing in living systems. Traditional information-theoretic methods in neural networks are unified in one framework, i....

Neural Computation

Neural Computation
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 212
  • ISBN : 0429979290
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Summary : Read online Neural Computation written by , published by which was released on 2006. Download full Neural Computation Books now! Available in PDF, ePub and Kindle....

Graphical Models

Graphical Models
  • Author : Michael Irwin Jordan,Terrence Joseph Sejnowski,Howard Hughes Medical Institute Computational Neurobiology Laboratory Terrence J Sejnowski,Tomaso A. Poggio
  • Publisher : MIT Press
  • Release Date : 2001
  • Total pages : 421
  • ISBN : 0429979290
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Summary : This book exemplifies the interplay between the general formal framework of graphical models and the exploration of new algorithm and architectures. The selections range from foundational papers of historical importance to results at the cutting edge of research. Graphical models use graphs to represent and manipulate joint probability distributions. They ...

Neural Computation and Psychology

Neural Computation and Psychology
  • Author : Leslie S. Smith,Peter J.B. Hancock
  • Publisher : Springer
  • Release Date : 1995-04-25
  • Total pages : 226
  • ISBN : 0429979290
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Summary : The Workshops in Computing series is the result of a collaborative venture between the British Computer Society and Springer-Verlag. It is international in scope. Each volume is based on the proceedings of a specialist workshop and is designed to provide information that represents a 'snapshot' of current knowledge, debate or ...

Quantum Neural Computation

Quantum Neural Computation
  • Author : Vladimir G. Ivancevic,Tijana T. Ivancevic
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-01-18
  • Total pages : 929
  • ISBN : 0429979290
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Summary : Quantum Neural Computation is a graduate–level monographic textbook. It presents a comprehensive introduction, both non-technical and technical, into modern quantum neural computation, the science behind the fiction movie Stealth. Classical computing systems perform classical computations (i.e., Boolean operations, such as AND, OR, NOT gates) using devices that can ...

Theoretical Aspects of Neural Computation A Multidisciplinary Perspective

Theoretical Aspects of Neural Computation  A Multidisciplinary Perspective
  • Author : Kwok-Yee M. Wong,Dit-Yan Yeung
  • Publisher : Springer
  • Release Date : 1998
  • Total pages : 320
  • ISBN : 0429979290
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Summary : Over the past decade or so, neural computation has emerged as a research area with active involvement by researchers from a number of different disciplines, including computer science, engineering, mathematics, neurobiology, physics, and statistics. The workshop brought together researchers with a diverse background to review the current status of neural ...

Trends in Neural Computation

Trends in Neural Computation
  • Author : Ke Chen,Lipo Wang
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-10-26
  • Total pages : 512
  • ISBN : 0429979290
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Summary : Trends in Neural Computation includes twenty chapters contributed by leading experts or formed by extending well-selected papers presented in the 2005 International Conference on Natural Computation. The book reviews the latest progress in a range of different areas of neural computation, including theoretical neural computation, biologically plausible neural modeling, computational cognitive ...

Neural Computation

Neural Computation
  • Author : G. A. Orchard,W. A. Phillips
  • Publisher : Taylor & Francis
  • Release Date : 1991
  • Total pages : 141
  • ISBN : 0429979290
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Summary : Read online Neural Computation written by G. A. Orchard,W. A. Phillips, published by Taylor & Francis which was released on 1991. Download full Neural Computation Books now! Available in PDF, ePub and Kindle....