From Thermal Field Theory To Neural Networks

Author : Tanguy Altherr
Publisher : World Scientific
ISBN 13 : 9810226101
Total Pages : 105 pages
Book Rating : 4.07/5 ( download)

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Download or read book From Thermal Field Theory to Neural Networks written by Tanguy Altherr and published by World Scientific. This book was released on 1996 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tanguy Altherr was a Fellow in the Theory Division at CERN, on leave from LAPP (CNRS) Annecy. At the time of his accidental death in July 1994, he was only 31.A meeting was organized at CERN, covering the various aspects of his scientific interests: thermal field theory and its applications to hot or dense media, neural networks and its applications to high energy data analysis. Speakers were among his closest collaborators and friends.

Author : Gabriele Veneziano
Publisher : World Scientific
ISBN 13 : 9814499196
Total Pages : 105 pages
Book Rating : 4.94/5 ( download)

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Download or read book From Thermal Field Theory To Neural Networks: A Day To Remember Tanguy Altherr - Cern4 November 1994 written by Gabriele Veneziano and published by World Scientific. This book was released on 1996-01-15 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tanguy Altherr was a Fellow in the Theory Division at CERN, on leave from LAPP (CNRS) Annecy. At the time of his accidental death in July 1994, he was only 31.A meeting was organized at CERN, covering the various aspects of his scientific interests: thermal field theory and its applications to hot or dense media, neural networks and its applications to high energy data analysis. Speakers were among his closest collaborators and friends.

Author : P. Aurenche
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.38/5 ( download)

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Download or read book From Thermal Field Theory To Neural Networks: Day To Remember Tanguy Altherr written by P. Aurenche and published by . This book was released on with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Moritz Helias
Publisher : Springer Nature
ISBN 13 : 303046444X
Total Pages : 203 pages
Book Rating : 4.48/5 ( download)

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Download or read book Statistical Field Theory for Neural Networks written by Moritz Helias and published by Springer Nature. This book was released on 2020-08-20 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a self-contained introduction to techniques from field theory applied to stochastic and collective dynamics in neuronal networks. These powerful analytical techniques, which are well established in other fields of physics, are the basis of current developments and offer solutions to pressing open problems in theoretical neuroscience and also machine learning. They enable a systematic and quantitative understanding of the dynamics in recurrent and stochastic neuronal networks. This book is intended for physicists, mathematicians, and computer scientists and it is designed for self-study by researchers who want to enter the field or as the main text for a one semester course at advanced undergraduate or graduate level. The theoretical concepts presented in this book are systematically developed from the very beginning, which only requires basic knowledge of analysis and linear algebra.

Author : P. S. Neelakanta
Publisher : CRC Press
ISBN 13 : 1351428969
Total Pages : 259 pages
Book Rating : 4.65/5 ( download)

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Download or read book Neural Network Modeling written by P. S. Neelakanta and published by CRC Press. This book was released on 2018-02-06 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural Network Modeling offers a cohesive approach to the statistical mechanics and principles of cybernetics as a basis for neural network modeling. It brings together neurobiologists and the engineers who design intelligent automata to understand the physics of collective behavior pertinent to neural elements and the self-control aspects of neurocybernetics. The theoretical perspectives and explanatory projections portray the most current information in the field, some of which counters certain conventional concepts in the visualization of neuronal interactions.

Author : John A. Hertz
Publisher : CRC Press
ISBN 13 : 0429979290
Total Pages : 235 pages
Book Rating : 4.93/5 ( download)

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Download or read book Introduction To The Theory Of Neural Computation written by John A. Hertz and published by CRC Press. This book was released on 2018-03-08 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Herbert Martin Fried
Publisher : World Scientific
ISBN 13 : 9814546534
Total Pages : 428 pages
Book Rating : 4.39/5 ( download)

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Download or read book Quantum Chromodynamics: Collisions, Confinement And Chaos - Proceedings Of The Workshop written by Herbert Martin Fried and published by World Scientific. This book was released on 1997-04-01 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the week of 3-8 June 1996, approximately 83 theoretical (and 2 experimental) physicists interested in the current problems of Quantum Chromodynamics (QCD) gathered at the American University of Paris, France, to present and discuss a total of 59 papers on Collisions, Confinement, and Chaos in QCD. Each of these three subfields filled at least two half-day sessions; and another four half-day sessions were devoted to miscellaneous and interesting papers on Quantum Field Theory (QFT), and especially on the proper construction of high-energy scattering amplitudes.

Author : Berndt Müller
Publisher : Springer Science & Business Media
ISBN 13 : 3642577601
Total Pages : 340 pages
Book Rating : 4.04/5 ( download)

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Download or read book Neural Networks written by Berndt Müller and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural Networks presents concepts of neural-network models and techniques of parallel distributed processing in a three-step approach: - A brief overview of the neural structure of the brain and the history of neural-network modeling introduces to associative memory, preceptrons, feature-sensitive networks, learning strategies, and practical applications. - The second part covers subjects like statistical physics of spin glasses, the mean-field theory of the Hopfield model, and the "space of interactions" approach to the storage capacity of neural networks. - The final part discusses nine programs with practical demonstrations of neural-network models. The software and source code in C are on a 3 1/2" MS-DOS diskette can be run with Microsoft, Borland, Turbo-C, or compatible compilers.

Author : Gastao Krein
Publisher : World Scientific
ISBN 13 : 9814491810
Total Pages : 508 pages
Book Rating : 4.15/5 ( download)

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Download or read book Hadron Physics 2000: Topics On The Structure And Interaction Of Hadronic Systems, Procs Of The Intl Workshop written by Gastao Krein and published by World Scientific. This book was released on 2001-04-30 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a recent survey of the advances in hadron physics. The main topics are nonperturbative high energy processes in QCD, deep inelastic scattering and perturbative QCD, RHIC and quark-gluon plasma physics and effective theories for low energy QCD.The book contains four series of lectures written in a pedagogical style and a number of short papers on the main subject. They will benefit researchers who want to be familiar with the frontiers of hadron physics and its connection with the large experimental programs under development in laboratories such as the Relativistic Heavy Ion Collider (RHIC) and the Thomas Jefferson National Laboratory.

Author : Michael A. Buice
Publisher :
ISBN 13 :
Total Pages : 180 pages
Book Rating : 4.03/5 ( download)

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Download or read book Neural Networks, Field Theory, Directed Percolation, and Critical Blanching written by Michael A. Buice and published by . This book was released on 2005 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: