Innc 90 Paris

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INNC 90 PARIS

Author : The International Neural Society(INNS), The IEEE Neural
Publisher : Springer Science & Business Media
Page : 569 pages
File Size : 46,5 Mb
Release : 2013-12-18
Category : Computers
ISBN : 9789400906433

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INNC 90 PARIS by The International Neural Society(INNS), The IEEE Neural Pdf

Neural Networks have been the theater of a dramatic increase of activities in the last five years. The interest of mixing results from fields as different as neurobiology, physics (spin glass theory), mathematics (linear algebra, statistics ... ), computer science (software engineering, hardware architectures ... ) or psychology has attracted a large number of researchers to the field. The perspective of dramatic improvements in many applications has lead important companies to launch new neural network programs and start-ups have mushroomed to address this new market. Throughout the world large programs are being set-up: in Japan the government has committed more than $18 million per year to its 20 year Human Frontier Science program; the DARPA and the US Navy have alloted more than $10 million per year each and other US government agencies are contributing to important but less ambitious programs. Neural networks are also a major research are in the supercomputing initiative. Europe has from the beginning taken an active part in funding major projects in the new field with BRAIN, BRA, ANNIE and PYGMALION (Esprit). Approximately $20 million has been invested to date since 1988 and new programs of nearly $30 million are being funded for the next 3 years. National projects in certain countries may globally double these amounts. Neural network conferences are attracting larger audiences than ever before. Prior to 1987 attendance never surpassed 300. The June 1989 IJCNN conference in Washington had over 2200 participants.

INNC 90 Paris

Author : Anonim
Publisher : Unknown
Page : 600 pages
File Size : 49,7 Mb
Release : 1990
Category : Neural networks (Computer science)
ISBN : UOM:39015032587555

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INNC 90 Paris by Anonim Pdf

Neural Networks and Simulation Methods

Author : Wu
Publisher : CRC Press
Page : 452 pages
File Size : 48,8 Mb
Release : 1993-12-14
Category : Computers
ISBN : 0824791819

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Neural Networks and Simulation Methods by Wu Pdf

This work explains network dynamics, learning paradigms, and computational capabilities of feedforward, self-organization, and feedback neural network models-addressing specific problems such as data fusion and data modeling. It goes on to describe a neural network simulation software package - USTCNET and gives some segments of the program.

Neurodynamics - Proceedings Of The 9th Summer Workshop

Author : Heinz-dietrich Doebner,F Pasemann
Publisher : World Scientific
Page : 246 pages
File Size : 51,5 Mb
Release : 1991-10-31
Category : Electronic
ISBN : 9789814555548

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Neurodynamics - Proceedings Of The 9th Summer Workshop by Heinz-dietrich Doebner,F Pasemann Pdf

This volume presents applications of mathematical techniques for modelling and performance analysis of neural networks. The collection of articles is motivated by the observation that the theory of neural network dynamics, i.e. Neurodynamics, still has to be given a thorough mathematical foundation. Therefore, the volume comprises research work on different mathematical approaches to neural networks; analytical and numerical techniques of dynamical systems theory, geometrical techniques, and methods of statistical physics. Articles analyse dynamics of neural netwroks in general or concentrate on specific network models of biological or neurocomputing origin. A few of the articles serve as a good introduction to these subjects.

Artificial Neural Networks

Author : K. Mäkisara,O. Simula,J. Kangas,T. Kohonen
Publisher : Elsevier
Page : 836 pages
File Size : 53,7 Mb
Release : 2014-06-28
Category : Computers
ISBN : 9781483298009

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Artificial Neural Networks by K. Mäkisara,O. Simula,J. Kangas,T. Kohonen Pdf

This two-volume proceedings compiles a selection of research papers presented at the ICANN-91. The scope of the volumes is interdisciplinary, ranging from mathematics and engineering to cognitive sciences and biology. European research is well represented. Volume 1 contains all the orally presented papers, including both invited talks and submitted papers. Volume 2 contains the plenary talks and the poster presentations.

Learning and Categorization in Modular Neural Networks

Author : Jacob M.J. Murre
Publisher : Psychology Press
Page : 257 pages
File Size : 44,6 Mb
Release : 2014-02-25
Category : Psychology
ISBN : 9781317781370

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Learning and Categorization in Modular Neural Networks by Jacob M.J. Murre Pdf

This book introduces a new neural network model called CALM, for categorization and learning in neural networks. The author demonstrates how this model can learn the word superiority effect for letter recognition, and discusses a series of studies that simulate experiments in implicit and explicit memory, involving normal and amnesic patients. Pathological, but psychologically accurate, behavior is produced by "lesioning" the arousal system of these models. A concise introduction to genetic algorithms, a new computing method based on the biological metaphor of evolution, and a demonstration on how these algorithms can design network architectures with superior performance are included in this volume. The role of modularity in parallel hardware and software implementations is considered, including transputer networks and a dedicated 400-processor neurocomputer built by the developers of CALM in cooperation with Delft Technical University. Concluding with an evaluation of the psychological and biological plausibility of CALM models, the book offers a general discussion of catastrophic interference, generalization, and representational capacity of modular neural networks. Researchers in cognitive science, neuroscience, computer simulation sciences, parallel computer architectures, and pattern recognition will be interested in this volume, as well as anyone engaged in the study of neural networks, neurocomputers, and neurosimulators.

Learning in Natural and Connectionist Systems

Author : R.H. Phaf
Publisher : Springer Science & Business Media
Page : 307 pages
File Size : 42,7 Mb
Release : 2012-12-06
Category : Science
ISBN : 9789401108409

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Learning in Natural and Connectionist Systems by R.H. Phaf Pdf

Modern research in neural networks has led to powerful artificial learning systems, while recent work in the psychology of human memory has revealed much about how natural systems really learn, including the role of unconscious, implicit, memory processes. Regrettably, the two approaches typically ignore each other. This book, combining the approaches, should contribute to their mutual benefit. New empirical work is presented showing dissociations between implicit and explicit memory performance. Recently proposed explanations for such data lead to a new connectionist learning procedure: CALM (Categorizing and Learning Module), which can learn with or without supervision, and shows practical advantages over many existing procedures. Specific experiments are simulated by a network model (ELAN) composed of CALM modules. A working memory extension to the model is also discussed that could give it symbol manipulation abilities. The book will be of interest to memory psychologists and connectionists, as well as to cognitive scientists who in the past have tended to restrict themselves to symbolic models.

Viability Theory

Author : Jean-Pierre Aubin
Publisher : Springer Science & Business Media
Page : 558 pages
File Size : 44,6 Mb
Release : 2009-05-28
Category : Science
ISBN : 9780817649104

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Viability Theory by Jean-Pierre Aubin Pdf

"The book is a compendium of the state of knowledge about viability...Mathematically, the book should be accessible to anyone who has had basic graduate courses in modern analysis and functional analysis...The concepts are defined and many proofs of the requisite results are reproduced here, making the present book essentially self-contained." —Bulletin of the AMS "Because of the wide scope, the book is an ideal reference for people encountering problems related to viability theory in their research...It gives a very thorough mathematical presentation. Very useful for anybody confronted with viability constraints." —Mededelingen van het Wiskundig Genootschap

Computer Algorithms

Author : Jun-ichi Aoe
Publisher : John Wiley & Sons
Page : 304 pages
File Size : 55,5 Mb
Release : 1994-06-13
Category : Computers
ISBN : 0818654627

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Computer Algorithms by Jun-ichi Aoe Pdf

Introduces the basic concepts and characteristics of string pattern matching strategies and provides numerous references for further reading. The text describes and evaluates the BF, KMP, BM, and KR algorithms, discusses improvements for string pattern matching machines, and details a technique for detecting and removing the redundant operation of the AC machine. Also explored are typical problems in approximate string matching. In addition, the reader will find a description for applying string pattern matching algorithms to multidimensional matching problems, an investigation of numerous hardware-based solutions for pattern matching, and an examination of hardware approaches for full text search.

From Natural to Artificial Neural Computation

Author : Jose Mira,Francisco Sandoval
Publisher : Springer Science & Business Media
Page : 1182 pages
File Size : 41,7 Mb
Release : 1995-05-24
Category : Computers
ISBN : 3540594973

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From Natural to Artificial Neural Computation by Jose Mira,Francisco Sandoval Pdf

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 of the art of ANN research and applications. The papers are organized in sections on neuroscience, computational models of neurons and neural nets, organization principles, learning, cognitive science and AI, neurosimulators, implementation, neural networks for perception, and neural networks for communication and control.

Neural Networks and Qualitative Physics

Author : Jean-Pierre Aubin
Publisher : Cambridge University Press
Page : 306 pages
File Size : 54,5 Mb
Release : 1996-03-29
Category : Computers
ISBN : 0521445329

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Neural Networks and Qualitative Physics by Jean-Pierre Aubin Pdf

This book is devoted to some mathematical methods that arise in two domains of artificial intelligence: neural networks and qualitative physics. Professor Aubin makes use of control and viability theory in neural networks and cognitive systems, regarded as dynamical systems controlled by synaptic matrices, and set-valued analysis that plays a natural and crucial role in qualitative analysis and simulation. This allows many examples of neural networks to be presented in a unified way. In addition, several results on the control of linear and nonlinear systems are used to obtain a "learning algorithm" of pattern classification problems, such as the back-propagation formula, as well as learning algorithms of feedback regulation laws of solutions to control systems subject to state constraints.

Neural Nets (Wirn Vietri-92) - Proceedings Of The Fifth Italian Workshop

Author : E R Caianiello
Publisher : World Scientific
Page : 386 pages
File Size : 47,8 Mb
Release : 1993-02-04
Category : Electronic
ISBN : 9789814553384

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Neural Nets (Wirn Vietri-92) - Proceedings Of The Fifth Italian Workshop by E R Caianiello Pdf

The textbook aims to present general relativity and modern cosmology in a friendly form suitable for advanced undergraduates. The text begins with a self-contained introduction to the theory of manifolds and then develops the tools needed to understand curved spaces and curved spacetimes. Special relativity can then be understood in a geometrical context, bypassing some of the difficulties students have when encountering relativistic effects (e.g. time dilation and length contraction) for the first time. The theory of curvature and its effects leads to the Einstein field equations and its classic tests in the precession of Mercury and the deflection of starlight.The second part of the book covers modern cosmology, starting with the evolution equations for the expansion of the universe. The microwave background, evidence for dark matter, and the clustering of galaxies are examined in detail.

Speech Recognition and Understanding

Author : Pietro Laface,Renato DeMori
Publisher : Springer Science & Business Media
Page : 557 pages
File Size : 51,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642766268

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Speech Recognition and Understanding by Pietro Laface,Renato DeMori Pdf

The book collects the contributions to the NATO Advanced Study Institute on "Speech Recognition and Understanding: Recent Advances, Trends and Applications", held in Cetraro, Italy, during the first two weeks of July 1990. This Institute focused on three topics that are considered of particular interest and rich of i'p.novation by researchers in the fields of speech recognition and understanding: Advances in Hidden Markov modeling, connectionist approaches to speech and language modeling, and linguistic processing including language and dialogue modeling. The purpose of any ASI is that of encouraging scientific communications between researchers of NATO countries through advanced tutorials and presentations: excellent tutorials were offered by invited speakers that present in this book 15 papers which sum marize or detail the topics covered in their lectures. The lectures were complemented by discussions, panel sections and by the presentation of related works carried on by some of the attending researchers: these presentations have been collected in 42 short contributions to the Proceedings. This volume, that the reader can find useful for an overview, although incomplete, of the state of the art in speech understanding, is divided into 6 Parts.