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Book Philosophy and Connectionist Theory

Download or read book Philosophy and Connectionist Theory written by William Ramsey and published by Psychology Press. This book was released on 2013-06-17 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 dramatically over the last half dozen years. In that period there has been an enormous shift of attention toward connectionist models of cognition that are inspired by the network-like architecture of the brain. Because of their unique architecture and style of processing, connectionist systems are generally regarded as radically different from the more traditional symbol manipulation models. This collection was designed to provide philosophers who have been working in the area of cognitive science with a forum for expressing their views on these recent developments. Because the symbol-manipulating paradigm has been so important to the work of contemporary philosophers, many have watched the emergence of connectionism with considerable interest. The contributors take very different stands toward connectionism, but all agree that the potential exists for a radical shift in the way many philosophers think of various aspects of cognition. Exploring this potential and other philosophical dimensions of connectionist research is the aim of this volume.

Book Connectionism and the Philosophy of Mind

Download or read book Connectionism and the Philosophy of Mind written by T. Horgan and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: This series will include monographs and collections of studies devoted to the investigation and exploration of knowledge, information and data processing systems of all kinds, no matter whether human, (other) animal, or machine. Its scope is intended to span the full range of interests from classical problems in the philosophy of mind and philosophical psychology through issues in cognitive psychology and sociobiology (concerning the mental capabilities of other species) to ideas related to artificial intelligence and to computer science. While primary emphasis will be placed upon theoretical, conceptual and epistemological aspects of these problems and domains, empirical, experimental and methodological studies will also appear from time to time. One of the most, if not the most, exciting developments within cognitive science has been the emergence of connectionism as an alternative to the computational conception of the mind that tends to dominate the discipline. In this volume, John Tienson and Terence Horgan have brought together a fine collection of stimulating studies on connectionism and its significance. As the Introduction explains, the most pressing questions concern whether or not connectionism can provide a new conception of the nature of mentality. By focusing on the similarities and differences between connectionism and other approaches to cognitive science, the chapters of this book supply valuable resources that advance our understanding of these difficult issues. J.H.F.

Book Connectionism and the Philosophy of Psychology

Download or read book Connectionism and the Philosophy of Psychology written by Terry Horgan and published by MIT Press. This book was released on 1996 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this volume, the authors present their view of cognition. They propose that unlike the classical paradigm that takes the mind to be a computer, the mind is best understood as a dynamical system realized in a neural network.

Book Philosophy and Connectionist Theory

Download or read book Philosophy and Connectionist Theory written by William Ramsey and published by Psychology Press. This book was released on 2013-06-17 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 dramatically over the last half dozen years. In that period there has been an enormous shift of attention toward connectionist models of cognition that are inspired by the network-like architecture of the brain. Because of their unique architecture and style of processing, connectionist systems are generally regarded as radically different from the more traditional symbol manipulation models. This collection was designed to provide philosophers who have been working in the area of cognitive science with a forum for expressing their views on these recent developments. Because the symbol-manipulating paradigm has been so important to the work of contemporary philosophers, many have watched the emergence of connectionism with considerable interest. The contributors take very different stands toward connectionism, but all agree that the potential exists for a radical shift in the way many philosophers think of various aspects of cognition. Exploring this potential and other philosophical dimensions of connectionist research is the aim of this volume.

Book Philosophy and Memory Traces

Download or read book Philosophy and Memory Traces written by John Sutton and published by Cambridge University Press. This book was released on 1998-03-05 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study offers interpretations of theories of memory and the body from Descartes to Coleridge.

Book Connectionism and the Mind

Download or read book Connectionism and the Mind written by William Bechtel and published by Wiley-Blackwell. This book was released on 2002-01-21 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Connectionism and the Mind provides a clear and balanced introduction to connectionist networks and explores theoretical and philosophical implications. Much of this discussion from the first edition has been updated, and three new chapters have been added on the relation of connectionism to recent work on dynamical systems theory, artificial life, and cognitive neuroscience. Read two of the sample chapters on line: Connectionism and the Dynamical Approach to Cognition: http://www.blackwellpublishing.com/pdf/bechtel.pdf Networks, Robots, and Artificial Life: http://www.blackwellpublishing.com/pdf/bechtel2.pdf

Book The Language of Thought

Download or read book The Language of Thought written by Susan Schneider and published by MIT Press. This book was released on 2015-01-30 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: A philosophical refashioning of the Language of Thought approach and the related computational theory of mind. The language of thought (LOT) approach to the nature of mind has been highly influential in cognitive science and the philosophy of mind; and yet, as Susan Schneider argues, its philosophical foundations are weak. In this philosophical refashioning of LOT and the related computational theory of mind (CTM), Schneider offers a different framework than has been developed by LOT and CTM's main architect, Jerry Fodor: one that seeks integration with neuroscience, repudiates Fodor's pessimism about the capacity of cognitive science to explain cognition, embraces pragmatism, and advances a different approach to the nature of concepts, mental symbols, and modes of presentation. According to the LOT approach, conceptual thought is determined by the manipulation of mental symbols according to algorithms. Schneider tackles three key problems that have plagued the LOT approach for decades: the computational nature of the central system (the system responsible for higher cognitive function); the nature of symbols; and Frege cases. To address these problems,] Schneider develops a computational theory that is based on the Global Workspace approach; develops a theory of symbols, "the algorithmic view"; and brings her theory of symbols to bear on LOT's account of the causation of thought and behavior. In the course of solving these problems, Schneider shows that LOT must make peace with both computationalism and pragmatism; indeed, the new conception of symbols renders LOT a pragmatist theory. And LOT must turn its focus to cognitive and computational neuroscience for its naturalism to succeed.

Book Deconstructing the Mind

    Book Details:
  • Author : Stephen P. Stich
  • Publisher : Oxford University Press
  • Release : 1998-12-17
  • ISBN : 0198026080
  • Pages : 233 pages

Download or read book Deconstructing the Mind written by Stephen P. Stich and published by Oxford University Press. This book was released on 1998-12-17 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the past two decades, debates over the viability of commonsense psychology have occupied center stage in both cognitive science and the philosophy of mind. A group of prominent philosophers known as eliminativists argue that advances in cognitive science and neuroscience will ultimately justify a rejection of our folk theory of mind because it gives a radically mistaken account of mental life. In Deconstructing the Mind, distinguished philosopher Stephen Stich, once a leading advocate of eliminativism, offers a bold and compelling reassessment of this view. The book opens with a groundbreaking multi-part essay in which Stich maintains that even if the sciences develop in the ways that eliminativists foresee, none of the arguments for ontological elimination are tenable. Succeeding essays explore folk psychology in more detail, develop a systematic critique of simulation theory, and counter widespread concern about naturalizing psychological properties.

Book Rethinking Innateness

Download or read book Rethinking Innateness written by Jeffrey L. Elman and published by MIT Press. This book was released on 1996 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rethinking Innateness asks the question, "What does it really mean to say that a behavior is innate?" The authors describe a new framework in which interactions, occurring at all levels, give rise to emergent forms and behaviors. These outcomes often may be highly constrained and universal, yet are not themselves directly contained in the genes in any domain-specific way. One of the key contributions of Rethinking Innateness is a taxonomy of ways in which a behavior can be innate. These include constraints at the level of representation, architecture, and timing; typically, behaviors arise through the interaction of constraints at several of these levels.The ideas are explored through dynamic models inspired by a new kind of "developmental connectionism," a marriage of connectionist models and developmental neurobiology, forming a new theoretical framework for the study of behavioral development. While relying heavily on the conceptual and computational tools provided by connectionism, Rethinking Innateness also identifies ways in which these tools need to be enriched by closer attention to biology.

Book Representation Reconsidered

Download or read book Representation Reconsidered written by William M. Ramsey and published by Cambridge University Press. This book was released on 2007-06-21 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Publisher description

Book Explaining the Computational Mind

Download or read book Explaining the Computational Mind written by Marcin Milkowski and published by MIT Press. This book was released on 2013-03-29 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: A defense of the computational explanation of cognition that relies on mechanistic philosophy of science and advocates for explanatory pluralism. In this book, Marcin Milkowski argues that the mind can be explained computationally because it is itself computational—whether it engages in mental arithmetic, parses natural language, or processes the auditory signals that allow us to experience music. Defending the computational explanation against objections to it—from John Searle and Hilary Putnam in particular—Milkowski writes that computationalism is here to stay but is not what many have taken it to be. It does not, for example, rely on a Cartesian gulf between software and hardware, or mind and brain. Milkowski's mechanistic construal of computation allows him to show that no purely computational explanation of a physical process will ever be complete. Computationalism is only plausible, he argues, if you also accept explanatory pluralism. Milkowski sketches a mechanistic theory of implementation of computation against a background of extant conceptions, describing four dissimilar computational models of cognition. He reviews other philosophical accounts of implementation and computational explanation and defends a notion of representation that is compatible with his mechanistic account and adequate vis à vis the four models discussed earlier. Instead of arguing that there is no computation without representation, he inverts the slogan and shows that there is no representation without computation—but explains that representation goes beyond purely computational considerations. Milkowski's arguments succeed in vindicating computational explanation in a novel way by relying on mechanistic theory of science and interventionist theory of causation.

Book Connectionism and the Philosophy of Mind

Download or read book Connectionism and the Philosophy of Mind written by Terence Horgan and published by . This book was released on 1988 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book The Engine of Reason  the Seat of the Soul

Download or read book The Engine of Reason the Seat of the Soul written by Paul M. Churchland and published by MIT Press. This book was released on 1995 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work summarizes results from neuroscience and recent work with artificial neural networks that together suggest a unified set of answers to questions about how the brain actually works; how it sustains a thinking, feeling, dreaming self; and how it sustains a self-conscious person.

Book The Symbolic and Connectionist Paradigms

Download or read book The Symbolic and Connectionist Paradigms written by John Dinsmore and published by Psychology Press. This book was released on 2014-01-14 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: The modern study of cognition finds itself with two widely endorsed but seemingly incongruous theoretical paradigms. The first of these, inspired by formal logic and the digital computer, sees reasoning in the principled manipulation of structured symbolic representations. The second, inspired by the physiology of the brain, sees reasoning as the behavior that emerges from the direct interactions found in large networks of simple processing components. Each paradigm has its own accomplishments, problems, methodology, proponents, and agenda. This book records the thoughts of researchers -- from both computer science and philosophy -- on resolving the debate between the symbolic and connectionist paradigms. It addresses theoretical and methodological issues throughout, but at the same time exhibits the current attempts of practicing cognitive scientists to solve real problems.

Book Mathematical Perspectives on Neural Networks

Download or read book Mathematical Perspectives on Neural Networks written by Paul Smolensky and published by Psychology Press. This book was released on 2013-05-13 with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 results, and to fill in the necessary background, in such areas as computability theory, computational complexity theory, the theory of analog computation, stochastic processes, dynamical systems, control theory, time-series analysis, Bayesian analysis, regularization theory, information theory, computational learning theory, and mathematical statistics. Mathematical models of neural networks display an amazing richness and diversity. Neural networks can be formally modeled as computational systems, as physical or dynamical systems, and as statistical analyzers. Within each of these three broad perspectives, there are a number of particular approaches. For each of 16 particular mathematical perspectives on neural networks, the contributing authors provide introductions to the background mathematics, and address questions such as: * Exactly what mathematical systems are used to model neural networks from the given perspective? * What formal questions about neural networks can then be addressed? * What are typical results that can be obtained? and * What are the outstanding open problems? A distinctive feature of this volume is that for each perspective presented in one of the contributed chapters, the first editor has provided a moderately detailed summary of the formal results and the requisite mathematical concepts. These summaries are presented in four chapters that tie together the 16 contributed chapters: three develop a coherent view of the three general perspectives -- computational, dynamical, and statistical; the other assembles these three perspectives into a unified overview of the neural networks field.

Book Philosophy of Psychology and Cognitive Science

Download or read book Philosophy of Psychology and Cognitive Science written by and published by Elsevier. This book was released on 2006-10-23 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Psychology is the study of thinking, and cognitive science is the interdisciplinary investigation of mind and intelligence that also includes philosophy, artificial intelligence, neuroscience, linguistics, and anthropology. In these investigations, many philosophical issues arise concerning methods and central concepts. The Handbook of Philosophy of Psychology and Cognitive Science contains 16 essays by leading philosophers of science that illuminate the nature of the theories and explanations used in the investigation of minds. Topics discussed include representation, mechanisms, reduction, perception, consciousness, language, emotions, neuroscience, and evolutionary psychology. Comprehensive coverage of philosophy of psychology and cognitive science Distinguished contributors: leading philosophers in this area Contributions closely tied to relevant scientific research

Book Folk Psychology and the Philosophy of Mind

Download or read book Folk Psychology and the Philosophy of Mind written by Scott M. Christensen and published by Psychology Press. This book was released on 2013-04-15 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: Within the past ten years, the discussion of the nature of folk psychology and its role in explaining behavior and thought has become central to the philosophy of mind. However, no comprehensive account of the contemporary debate or collection of the works that make up this debate has yet been available. Intending to fill this gap, this volume begins with the crucial background for the contemporary debate and proceeds with a broad range of responses to and developments of these works -- from those who argue that "folk theory" is a misnomer to those who regard folk theory as legitimately explanatory and necessary for any adequate account of human behavior. Intended for courses in the philosophy of mind, psychology, and science, as well as anthropology and social psychology, this anthology is also of great value in courses focusing on folk models, eliminative materialism, explanation, psychological theory, and -- in particular -- intentional psychology. It is accessible to both graduate students and upper-division undergraduate students of philosophy and psychology as well as researchers. As an aid to students, a thorough discussion of the field and the articles in the anthology is provided in the introduction; as an aid to researchers, a complete bibliography is also provided.