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  • Philosophy and Connectionist Theory

    Series series Developments in Connectionist Theory Series
    The philosophy of cognitive science has recently become one of the most exciting and fastest growing domains of philosophical inquiry and analysis. Until the early 1980s, nearly all of the models developed treated cognitive processes -- like problem solving, language comprehension, memory, and higher visual processing -- as rule-governed symbol manipulation. However, this situation has changed ... Read more

    $79.99 USD

  • Backpropagation

    Theory, Architectures, and Applications

    Series series Developments in Connectionist Theory Series
    Composed of three sections, this book presents the most popular training algorithm for neural networks: backpropagation. The first section presents the theory and principles behind backpropagation as seen from different perspectives such as statistics, machine learning, and dynamical systems. The second presents a number of network architectures that may be designed to match the general concepts ... Read more

    $140.00 USD

  • Neuroscience and Connectionist Theory

    Series series Developments in Connectionist Theory Series
    Written for cognitive scientists, psychologists, computer scientists, engineers, and neuroscientists, this book provides an accessible overview of how computational network models are being used to model neurobiological phenomena. Each chapter presents a representative example of how biological data and network models interact with the authors' research. The biological phenomena cover network- or ... Read more

    $104.99 USD

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  • Pattern Recognition

    This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of pattern recognition, have provided an up-to-date, self-contained volume encapsulating this wide spectrum of information. The very latest methods ... Read more

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  • Core Ideas in Neuroscience, 2nd Edition

    75 Basic Concepts, from Membranes to Human Thought

    by W. R. Klemm ...
    Core Ideas of Neuroscience is the 2nd edition of a complete, hyperlinked, introductory neuroscience textbook (>100,000 words, 354 pdf pages), yet condensed to focus on over 75 core ideas spanning the entire discipline from membranes to human cognition. Each idea is succinctly stated, explained, and illustrated with examples. Related core ideas are identified. References include “citation classics, ... Read more

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  • Language, Cognition, and Human Nature

    Selected Articles

    by Steven Pinker ...
    Language, Cognition, and Human Nature collects together for the first time much of Steven Pinker's most influential scholarly work on language and cognition. Pinker's seminal research explores the workings of language and its connections to cognition, perception, social relationships, child development, human evolution, and theories of human nature. This eclectic collection spans Pinker's thirty ... Read more

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  • System Identification

    Theory for the User

    by Lennart Ljung ...
    The field's leading text, now completely updated.Modeling dynamical systems — theory, methodology, and applications.Lennart Ljung's System Identification: Theory for the User is a complete, coherent description of the theory, methodology, and practice of System Identification. This completely revised Second Edition introduces subspace methods, methods that utilize frequency domain data, and ... Read more

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  • Cognition, Brain, and Consciousness

    Introduction to Cognitive Neuroscience

    Cognition, Brain, and Consciousness, Second Edition, provides students and readers with an overview of the study of the human brain and its cognitive development.It discusses brain molecules and their primary function, which is to help carry brain signals to and from the different parts of the human body. These molecules are also essential for understanding language, learning, perception, thinking ... Read more

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    MATLAB for Neuroscientists: An Introduction to Scientific Computing in MATLAB is the first comprehensive teaching resource and textbook for the teaching of MATLAB in the Neurosciences and in Psychology. MATLAB is unique in that it can be used to learn the entire empirical and experimental process, including stimulus generation, experimental control, data collection, data analysis and modeling. ... Read more

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  • The New Science of the Mind

    From Extended Mind to Embodied Phenomenology

    by Mark Rowlands ...
    An investigation into the conceptual foundations of a new way of thinking about the mind that does not locate all cognition "in the head."There is a new way of thinking about the mind that does not locate mental processes exclusively "in the head." Some think that this expanded conception of the mind will be the basis of a new science of the mind. In this book, leading philosopher Mark Rowlands ... Read more

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  • Introduction to Machine Learning, fourth edition

    Series series Adaptive Computation and Machine Learning series
    A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Machine learning underlies such exciting new technologies as self-driving cars, speech recognition, and translation applications. This ... Read more

    $52.99 USD