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  • Backpropagationby Yves Chauvin; David E. Rumelhart

    Taylor and Francis 2013; US$ 98.95

    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... more...

  • Neuroscience and Connectionist Theoryby Mark A. Gluck; David E. Rumelhart

    Taylor and Francis 2013; US$ 73.95

    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.... more...

  • Cognitive Scienceby Benjamin Martin Bly; David E. Rumelhart

    Elsevier Science 1999; US$ 135.00

    The interdisciplinary field of cognitive science brings together elements of cognitive psychology, mathematics, perception, and linguistics. Focusing on the main areas of exploration in this field today, Cognitive Science presents comprehensive overviews of research findings and discusses new cross-over areas of interest. Contributors represent the... more...

  • Mathematical Perspectives on Neural Networksby Paul Smolensky; Michael C. Mozer; David E. Rumelhart

    Taylor and Francis 2013; US$ 260.00

    Recent years have seen an explosion of new mathematical results on learning and processing in neural networks. This body of results rests on a breadth of mathematical background which even few specialists possess. In a format intermediate between a textbook and a collection of research articles, this book has been assembled to present a sample of these... more...

  • Philosophy and Connectionist Theoryby William Ramsey; David E. Rumelhart; Stephen P. Stich

    Taylor and Francis 2013; US$ 115.00

    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.... more...

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