Connectionism And The Philosophy Of Mind

Author: T. Horgan
Publisher: Springer Science & Business Media
ISBN: 9789401135245
Size: 15.76 MB
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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.

Connectionism And The Mind

Author: William Bechtel
Publisher: Wiley-Blackwell
ISBN: 0631207139
Size: 20.54 MB
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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: Networks, Robots, and Artificial Life:

Connectionism And The Philosophy Of Psychology

Author: Terence Horgan
Publisher: MIT Press
ISBN: 0262082489
Size: 17.19 MB
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"Horgan and Tienson's Connectionism and the Philosophy of Psychology develops an outline of a truly original theory of cognition. No one interested in the theory of cognitive architecture can afford to ignore this book." -- Brian P. McLaughlin, Professor of Philosophy, Rutgers University "A fascinating read. The book is original and thought-provoking. Horgan and Tienson has staked out a new and sophisticated position on cognition, which is likely to find a very wide audience indeed in both philosophy and cognitive science." -- Michael Tye, Professor of Philosophy, Temple University; Visiting Professor of Philosophy, King's College, London Human cognition is soft. It is too flexible, too rich, and too open-ended to be captured by hard (precise, exceptionless) rules of the sort that can constitute a computer program. In Connectionism and the Philosophy of Psychology, Horgan and Tienson articulate and defend a new view of cognition. In place of the classical paradigm that take the mind to be a computer (or a group of linked computers), they propose that the mind is best understood as a dynamical system realized in a neural network. Although Horgan and Tienson assert that cognition cannot be understood in classical terms of the algorithm-governed manipulation of symbols, they don't abandon syntax. Instead, they insist that human cognition is symbolic, and that cognitive processes are sensitive to the structure of symbols in the brain: the very richness of cognition requires a system of mental representations within which there are syntactically complex symbols and structure-sensitive processing. However, syntactic constituentsneed not be parts of complex representations, and structure sensitive processes need not conform to algorithms. Cognition requires a language of thought, but a language of thought implicated in processes that are not governed by hard rules. Instead, symbols are generated and transformed in response to interacting cognitive forces, which are determined by multiple, simultaneous, (robustly) soft constraints. Thus, cognitive processes conform to soft (ceteris paribus) laws, rather than to hard laws. Cognitive forces are subserved by, but not identical with, physical forces in a network; the organization and the interaction of cognitive forces are best understood in terms of the mathematical theory of dynamical systems. The concluding chapter elaborates the authors' proposed dynamical cognition framework. "A Bradford Book"

Folk Psychology And The Philosophy Of Mind

Author: Scott M. Christensen
Publisher: Psychology Press
ISBN: 9781134993727
Size: 12.23 MB
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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.

Connectionism And The Mind

Author: William Bechtel
Publisher: Wiley-Blackwell
ISBN: 0631165770
Size: 14.98 MB
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Something remarkable is happening in the cognitive sciences. After a quarter of a century of cognitive models that were inspired by the metaphor of the digital computer, the newest cognitive models are inspired by the properties of the brain itself. Variously referred to as connectionist, parallel distributed processing, or neutral network models, they explore the idea that complex intellectual operations can be carried out by large networks of simple, neuron-like units. The units themselves are identical, very low-level and 'stupid'. Intelligent performance is derived from the pattern of connection strengths between units, and the fundamental cognitive activity is pattern recognition and completion. Connectionism and the Mind provides an introduction to this newly emerging approach to understanding the mind. The first few chapters focus on network architecture, offering accessible treatment of the equations that describe learning and the propagation of activation (including a glossary for reference). Furthermore, the reader is walked step-by-step through the activities of networks engaged in pattern recognition, learning, and cognitive tasks such as memory retrieval and prototype formation. The remainder of the book addresses the implications of connectionism for theories of the mind, both philosophical and psychological. Foe example: What Role is played by pattern recognition and completion as basic as cognitive functions? Connectionist models have particular strength in learning and pattern recognition; should they be limited to those functions, or can they provide an overall account of cognitive functioning? In particular, can connectionist models provide an adequate account of the ability to employ linguistic and other symbol systems, or must an adequate system incorporate symbol processing as a basic cognitive capacity? Finally, Connectionism and the Mind examines the relation of connectionist models to philosophical accounts of propositional attitudes, and to a variety of other inquiries in cognitive psychology, linguistics, developmental psychology, artificial intelligence and neuroscience.

Philosophy Of Mind

Author: William Bechtel
Publisher: Psychology Press
ISBN: 9781317785422
Size: 13.83 MB
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Specifically designed to make the philosophy of mind intelligible to those not trained in philosophy, this book provides a concise overview for students and researchers in the cognitive sciences. Emphasizing the relevance of philosophical work to investigations in other cognitive sciences, this unique text examines such issues as the meaning of language, the mind-body problem, the functionalist theories of cognition, and intentionality. As he explores the philosophical issues, Bechtel draws connections between philosophical views and theoretical and experimental work in such disciplines as cognitive psychology, artificial intelligence, linguistics, neuroscience, and anthropology.