Neural Networks

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Publisher : Springer Science & Business Media
ISBN 13 : 3540288473
Total Pages : 509 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Neural Networks by : Gérard Dreyfus

Download or read book Neural Networks written by Gérard Dreyfus and published by Springer Science & Business Media. This book was released on 2005-11-25 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural networks represent a powerful data processing technique that has reached maturity and broad application. When clearly understood and appropriately used, they are a mandatory component in the toolbox of any engineer who wants make the best use of the available data, in order to build models, make predictions, mine data, recognize shapes or signals, etc. Ranging from theoretical foundations to real-life applications, this book is intended to provide engineers and researchers with clear methodologies for taking advantage of neural networks in industrial, financial or banking applications, many instances of which are presented in the book. For the benefit of readers wishing to gain deeper knowledge of the topics, the book features appendices that provide theoretical details for greater insight, and algorithmic details for efficient programming and implementation. The chapters have been written by experts and edited to present a coherent and comprehensive, yet not redundant, practically oriented introduction.

Artificial Intelligence and Big Data

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Publisher : John Wiley & Sons
ISBN 13 : 1786300834
Total Pages : 162 pages
Book Rating : 4.7/5 (863 download)

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Book Synopsis Artificial Intelligence and Big Data by : Fernando Iafrate

Download or read book Artificial Intelligence and Big Data written by Fernando Iafrate and published by John Wiley & Sons. This book was released on 2018-03-27 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the idea of “deep learning” having now become the key to this new generation of solutions, major technological players in the business intelligence sector have taken an interest in the application of Big Data. In this book, the author explores the recent technological advances associated with digitized data flows, which have recently opened up new horizons for AI. The reader will gain insight into some of the areas of application of Big Data in AI, including robotics, home automation, health, security, image recognition and natural language processing.

Eye Movements

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Publisher : Elsevier
ISBN 13 : 0080474918
Total Pages : 755 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Eye Movements by : Roger PG van Gompel

Download or read book Eye Movements written by Roger PG van Gompel and published by Elsevier. This book was released on 2007-03-27 with total page 755 pages. Available in PDF, EPUB and Kindle. Book excerpt: Eye-movement recording has become the method of choice in a wide variety of disciplines investigating how the mind and brain work. This volume brings together recent, high-quality eye-movement research from many different disciplines and, in doing so, presents a comprehensive overview of the state-of-the-art in eye-movement research. Sections include the history of eye-movement research, physiological and clinical studies of eye movements, transsaccadic integration, computational modelling of eye movements, reading, spoken language processing, attention and scene perception, and eye-movements in natural environments. - Includes recent research from a variety of disciplines - Divided into sections based on topic areas, with an overview chapter beginning each section - Through the study of eye movements we can learn about the human mind, and eye movement recording has become the method of choice in many disciplines

Perception as Bayesian Inference

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Publisher : Cambridge University Press
ISBN 13 : 1316582523
Total Pages : 530 pages
Book Rating : 4.3/5 (165 download)

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Book Synopsis Perception as Bayesian Inference by : David C. Knill

Download or read book Perception as Bayesian Inference written by David C. Knill and published by Cambridge University Press. This book was released on 1996-09-13 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian probability theory has emerged not only as a powerful tool for building computational theories of vision, but also as a general paradigm for studying human visual perception. This 1996 book provides an introduction to and critical analysis of the Bayesian paradigm. Leading researchers in computer vision and experimental vision science describe general theoretical frameworks for modelling vision, detailed applications to specific problems and implications for experimental studies of human perception. The book provides a dialogue between different perspectives both within chapters, which draw on insights from experimental and computational work, and between chapters, through commentaries written by the contributors on each others' work. Students and researchers in cognitive and visual science will find much to interest them in this thought-provoking collection.

Crossmodal Space and Crossmodal Attention

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Publisher : Oxford University Press
ISBN 13 : 9780198524861
Total Pages : 348 pages
Book Rating : 4.5/5 (248 download)

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Book Synopsis Crossmodal Space and Crossmodal Attention by : Charles Spence

Download or read book Crossmodal Space and Crossmodal Attention written by Charles Spence and published by Oxford University Press. This book was released on 2004-04-08 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does the human brain manage to integrate all the information coming from different sensory outputs? The first book by two of the leading stars in cognitive neuroscience, this book addresses one of the hottest topics in the field.

Neurobiology of Attention

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Publisher : Elsevier
ISBN 13 : 0080454313
Total Pages : 757 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Neurobiology of Attention by : Laurent Itti

Download or read book Neurobiology of Attention written by Laurent Itti and published by Elsevier. This book was released on 2005-03-31 with total page 757 pages. Available in PDF, EPUB and Kindle. Book excerpt: A key property of neural processing in higher mammals is the ability to focus resources by selectively directing attention to relevant perceptions, thoughts or actions. Research into attention has grown rapidly over the past two decades, as new techniques have become available to study higher brain function in humans, non-human primates, and other mammals. Neurobiology of Attention is the first encyclopedic volume to summarize the latest developments in attention research.An authoritative collection of over 100 chapters organized into thematic sections provides both broad coverage and access to focused, up-to-date research findings. This book presents a state-of-the-art multidisciplinary perspective on psychological, physiological and computational approaches to understanding the neurobiology of attention. Ideal for students, as a reference handbook or for rapid browsing, the book has a wide appeal to anybody interested in attention research.* Contains numerous quick-reference articles covering the breadth of investigation into the subject of attention* Provides extensive introductory commentary to orient and guide the reader* Includes the most recent research results in this field of study

Bayesian Brain

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Publisher : MIT Press
ISBN 13 : 026204238X
Total Pages : 341 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Bayesian Brain by : Kenji Doya

Download or read book Bayesian Brain written by Kenji Doya and published by MIT Press. This book was released on 2007 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experimental and theoretical neuroscientists use Bayesian approaches to analyze the brain mechanisms of perception, decision-making, and motor control.

The Embodied Mind

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Publisher : MIT Press
ISBN 13 : 9780262261234
Total Pages : 336 pages
Book Rating : 4.2/5 (612 download)

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Book Synopsis The Embodied Mind by : Francisco J. Varela

Download or read book The Embodied Mind written by Francisco J. Varela and published by MIT Press. This book was released on 1992-11-13 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Embodied Mind provides a unique, sophisticated treatment of the spontaneous and reflective dimension of human experience. The authors argue that only by having a sense of common ground between mind in Science and mind in experience can our understanding of cognition be more complete. Toward that end, they develop a dialogue between cognitive science and Buddhist meditative psychology and situate it in relation to other traditions such as phenomenology and psychoanalysis.

Visuomotor Coordination

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Publisher : Springer Science & Business Media
ISBN 13 : 1489908978
Total Pages : 931 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Visuomotor Coordination by : Jorg Peter Ewert

Download or read book Visuomotor Coordination written by Jorg Peter Ewert and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 931 pages. Available in PDF, EPUB and Kindle. Book excerpt: Various brain areas of mammals can phyletically be traced back to homologous structures in amphibians. The amphibian brain may thus be regarded as a kind of "microcosm" of the highly complex primate brain, as far as certain homologous structures, sensory functions, and assigned ballistic (pre-planned and pre-pro grammed) motor and behavioral processes are concerned. A variety of fundamental operations that underlie perception, cognition, sensorimotor transformation and its modulation appear to proceed in primate's brain in a way understandable in terms of basic principles which can be investigated more easily by experiments in amphibians. We have learned that progress in the quantitative description and evaluation of these principles can be obtained with guidance from theory. Modeling - supported by simulation - is a process of transforming abstract theory derived from data into testable structures. Where empirical data are lacking or are difficult to obtain because of structural constraints, the modeler makes assumptions and approximations that, by themselves, are a source of hypotheses. If a neural model is then tied to empirical data, it can be used to predict results and hence again to become subject to experimental tests whose resulting data in tum will lead to further improvements of the model. By means of our present models of visuomotor coordination and its modulation by state-dependent inputs, we are just beginning to simulate and analyze how external information is represented within different brain structures and how these structures use these operations to control adaptive behavior.

Visual Form 2001

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Publisher : Springer
ISBN 13 : 3540451293
Total Pages : 798 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Visual Form 2001 by : Carlo Arcelli

Download or read book Visual Form 2001 written by Carlo Arcelli and published by Springer. This book was released on 2003-06-29 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Workshop on Visual Form, IWVF-4, held in Capri, Italy, in May 2001. The 66 revised full papers presented together with seven invited papers were carefully reviewed and selected from 117 submissions. The book covers theoretical and applicative aspects of visual form processing. The papers are organized in topical sections on representation, analysis, recognition, modelling and retrieval, and applications.

Foundations of Cognitive Science

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Author :
Publisher : MIT Press (MA)
ISBN 13 :
Total Pages : 970 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Foundations of Cognitive Science by : Michael I. Posner

Download or read book Foundations of Cognitive Science written by Michael I. Posner and published by MIT Press (MA). This book was released on 1989 with total page 970 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is cognitive science? The Foundations of Cognitive Science answers this question in a way that gives a feeling for the excitement, ferment, and accomplishments of this new field. It is the first broad treatment of cognitive science at an advanced level. Complete and authoritative, The Foundations of Cognitive Science covers the major architectures; provides background in philosophy linguistics, cognitive psychology, and neuroscience; and deals with methods for studying both brain and mind. All of the chapters have been written especially for the book by the leading scholars in the field. The foundations of cognitive science are developed in seven chapters covering computation, symbolic architectures, parallel distributed processing, grammars, semantics and formal logic, experimental cognitive science, and brain and cognition. These are then applied to the major cognitive domains of language acquisition, reading, discourse, mental models, categories and induction, problem solving, vision, visual attention, memory, action and motor control. The Foundations of Cognitive Science concludes with an assessment by a philosopher and a cognitive anthropologist. Michael I. Posner is Professor of Psychology at the University of Oregon. A Bradford Book. Contributors: Herbert A. SimonCraig A. KaplanZenon W. PylyshynAllen NewellJohn E. LairdPaul S. RosenbloomDavid E. RumelhartThomas WasowJon BarwiseJohn EtchemendyGordon H. BawerJohn P. ClapperTerrence J. SejnowskiPatricia Smith ChurchlandSteven PinkerAlexander PollatsekKeith RaynerBarbara J. GroszCandace L. SidnerMartha E. PollackP. N. Johnson-LairdEdward E. SmithKurt VanLehnEllen C. HildrethShimon UllmanAlan AllportDaniel L. SchacterDavid A. RosenbaumMichael I. JordanE. BizziF. A. Mussa IvaldiRoy D'AndradeGilbert Harman Contents: Computation, Symbolic Architectures, Parallel Distributed Processing, Grammars, Semantics and Formal Logic, Experimental Cognitive Science, Brain and Cognition, Language Acquisition, Reading, Discourse, Mental Models, Categories and Induction, Problem Solving, Vision, Visual Attention, Memory, Action, Motor Control, Culture, Philosophical Critique

Decision and Stress

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Publisher : Academic Press
ISBN 13 :
Total Pages : 560 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Decision and Stress by : Donald Eric Broadbent

Download or read book Decision and Stress written by Donald Eric Broadbent and published by Academic Press. This book was released on 1971 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Components of the scene; Vigilance: results with traditional measures; Vigilance: the approach with measures from decision theory; Some necessary preliminaries on the nature of the auditory system; Selective perception; Reaction to stimuli occurring with different probabilities; The speed of decisions; Primary memory; Noise and other stresses; Speculations and plans.

Eye Movements and Vision

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Publisher : Springer
ISBN 13 : 1489953795
Total Pages : 234 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Eye Movements and Vision by : A. L. Yarbus

Download or read book Eye Movements and Vision written by A. L. Yarbus and published by Springer. This book was released on 2013-11-11 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Analysis of Visual Behavior

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Publisher : MIT Press (MA)
ISBN 13 :
Total Pages : 870 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Analysis of Visual Behavior by : David Ingle

Download or read book Analysis of Visual Behavior written by David Ingle and published by MIT Press (MA). This book was released on 1982 with total page 870 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Analysis of Visual Behavior" encompasses both theoretical and experimental research. It deals with the visual mechanisms of diverse vertebrate species from salamanders and toads to primates and humans and presents a stimulating interaction of the disciplines of anatomy, physiology, and behavioral science. Throughout, visual mechanisms are investigated from the point of view of the brain functioning at the organismic level, as opposed to the now more prevalent focus on the molecular and cellular levels. This approach allows researchers to deal with the patterns of visually guided behavior of animals in real-life situations.The twenty-six contributions in the book are divided among three sections: "Indentification and Localization Processes in Nonmammalian Vertebrates," introduced by David J. Ingle; "Visual Guidance of Motor Patterns: The Role of Visual Cortex and the Superior Colliculus," introduced by Melvyn A. Goodale; and "Recognition and Transfer Processes," introduced by Richard J. W. Mansfield.The editors are all university researchers in psychology: David J. Ingle at Brandeis, Melvyn A. Goodale at the University of Western Ontario, and Richard J. W. Mansfield at Harvard.

Phenomenology of Perception

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Publisher : Motilal Banarsidass Publishe
ISBN 13 : 9788120813465
Total Pages : 494 pages
Book Rating : 4.8/5 (134 download)

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Book Synopsis Phenomenology of Perception by : Maurice Merleau-Ponty

Download or read book Phenomenology of Perception written by Maurice Merleau-Ponty and published by Motilal Banarsidass Publishe. This book was released on 1996 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: Buddhist philosophy of Anicca (impermanence), Dukkha (suffering), and

Active Vision

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Publisher : MIT Press (MA)
ISBN 13 : 9780262023511
Total Pages : 368 pages
Book Rating : 4.0/5 (235 download)

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Book Synopsis Active Vision by : Andrew Blake

Download or read book Active Vision written by Andrew Blake and published by MIT Press (MA). This book was released on 1992 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Active Vision explores important themes emerging from the active vision paradigm, which has only recently become an established area of machine vision. In four parts the contributions look in turn at tracking, control of vision heads, geometric and task planning, and architectures and applications, presenting research that marks a turning point for both the tasks and the processes of computer vision. The eighteen chapters in Active Vision draw on traditional work in computer vision over the last two decades, particularly in the use of concepts of geometrical modeling and optical flow; however, they also concentrate on relatively new areas such as control theory, recursive statistical filtering, and dynamical modeling. Active Vision documents a change in emphasis, one that is based on the premise that an observer (human or computer) may be able to understand a visual environment more effectively and efficiently if the sensor interacts with that environment, moving through and around it, culling information selectively, and analyzing visual sensory data purposefully in order to answer specific queries posed by the observer. This method is in marked contrast to the more conventional, passive approach to computer vision where the camera is supposed to take in the whole scene, attempting to make sense of all that it sees. Andrew Blake is Lecturer in Engineering Science at the University of Oxford Alan Yuille is Associate Professor in the Division of Applied Sciences at Harvard University.

The Senses Considered as Perceptual Systems

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Publisher :
ISBN 13 :
Total Pages : 360 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis The Senses Considered as Perceptual Systems by : James Jerome Gibson

Download or read book The Senses Considered as Perceptual Systems written by James Jerome Gibson and published by . This book was released on 1983 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: