Explaining The Computational Mind PDF Download
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Author | : Marcin Milkowski |
Publisher | : MIT Press |
Total Pages | : 257 |
Release | : 2013-03-29 |
Genre | : Science |
ISBN | : 0262313928 |
Download Explaining the Computational Mind Book in PDF, ePub and Kindle
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.
Author | : Marcin Milkowski |
Publisher | : |
Total Pages | : 243 |
Release | : 2013 |
Genre | : Computers |
ISBN | : 9780262313919 |
Download Explaining the Computational Mind Book in PDF, ePub and Kindle
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.
Author | : Gualtiero Piccinini |
Publisher | : Oxford University Press, USA |
Total Pages | : 413 |
Release | : 2020-10-08 |
Genre | : Philosophy |
ISBN | : 0198866283 |
Download Neurocognitive Mechanisms Book in PDF, ePub and Kindle
Gualtiero Piccinini presents a systematic and rigorous philosophical defence of the computational theory of cognition. His view posits that cognition involves neural computation within multilevel neurocognitive mechanisms, and includes novel ideas about ontology, functions, neural representation, neural computation, and consciousness.
Author | : David M. Kaplan |
Publisher | : Oxford University Press |
Total Pages | : 269 |
Release | : 2017 |
Genre | : Philosophy |
ISBN | : 0199685509 |
Download Explanation and Integration in Mind and Brain Science Book in PDF, ePub and Kindle
Is the relationship between psychology and neuroscience one of autonomy or mutual constraint and integration? This volume includes new papers from leading philosophers seeking to address this issue by deepening our understanding of the similarities and differences between the explanatory patterns employed across these domains.
Author | : Mark Sprevak |
Publisher | : Routledge |
Total Pages | : 510 |
Release | : 2018-09-13 |
Genre | : COMPUTERS |
ISBN | : 9781315643670 |
Download The Routledge Handbook of the Computational Mind Book in PDF, ePub and Kindle
Computational approaches dominate contemporary cognitive science, promising a unified, scientific explanation of how the mind works. However, computational approaches raise major philosophical and scientific questions. In what sense is the mind computational? How do computational approaches explain perception, learning, and decision making? What kinds of challenges should computational approaches overcome to advance our understanding of mind, brain, and behaviour? The Routledge Handbook of the Computational Mind is an outstanding overview and exploration of these issues and the first philosophical collection of its kind. Comprising thirty-five chapters by an international team of contributors from different disciplines, the Handbook is organised into four parts: History and future prospects of computational approaches Types of computational approach Foundations and challenges of computational approaches Applications to specific parts of psychology. Essential reading for students and researchers in philosophy of mind, philosophy of psychology, and philosophy of science, The Routledge Handbook of the Computational Mind will also be of interest to those studying computational models in related subjects such as psychology, neuroscience, and computer science.
Author | : Steven Horst |
Publisher | : Steven Horst |
Total Pages | : 452 |
Release | : 2011-09-09 |
Genre | : Philosophy |
ISBN | : 0984017631 |
Download Symbols, Computation, and Intentionality Book in PDF, ePub and Kindle
Author | : Matteo Colombo |
Publisher | : Cambridge University Press |
Total Pages | : 163 |
Release | : 2023-11-30 |
Genre | : Philosophy |
ISBN | : 1009192817 |
Download The Computational Theory of Mind Book in PDF, ePub and Kindle
The Computational Theory of Mind says that the mind is a computing system. It has a long history going back to the idea that thought is a kind of computation. Its modern incarnation relies on analogies with contemporary computing technology and the use of computational models. It comes in many versions, some more plausible than others. This Element supports the theory primarily by its contribution to solving the mind-body problem, its ability to explain mental phenomena, and the success of computational modelling and artificial intelligence. To be turned into an adequate theory, it needs to be made compatible with the tractability of cognition, the situatedness and dynamical aspects of the mind, the way the brain works, intentionality, and consciousness.
Author | : Steven Pinker |
Publisher | : W. W. Norton & Company |
Total Pages | : 673 |
Release | : 2009-06-02 |
Genre | : Medical |
ISBN | : 0393334775 |
Download How the Mind Works Book in PDF, ePub and Kindle
Explains what the mind is, how it evolved, and how it allows us to see, think, feel, laugh, interact, enjoy the arts, and ponder the mysteries of life.
Author | : Martin V. Butz |
Publisher | : Oxford University Press |
Total Pages | : 403 |
Release | : 2017 |
Genre | : Medical |
ISBN | : 0198739699 |
Download How the Mind Comes Into Being Book in PDF, ePub and Kindle
Provides an interdisciplinary perspective, helping the reader to develop an understanding of how the mind works that goes beyond disciplinary boundaries Adopts a computational approach, helping the reader to understand the mind on a functional level, in contrast to purely conceptual, verbalized levels Includes exercises and examples, helping the reader to consolidate the covered material and encouraging them to think 'outside of the box'
Author | : Tim Crane |
Publisher | : Presbyterian Publishing Corp |
Total Pages | : 272 |
Release | : 2003-04-24 |
Genre | : Philosophy |
ISBN | : 0203426312 |
Download The Mechanical Mind Book in PDF, ePub and Kindle
A fascinating exploration of the theories and arguments surrounding the notions of thought and representation. Now in its 2nd edition, Cranes's classic text has introduced thousands to some of the most important ideas in philosophy of mind.