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Explaining The Computational Mind


Explaining The Computational Mind
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Explaining The Computational Mind


Explaining The Computational Mind
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Author : Marcin Miłkowski
language : en
Publisher: MIT Press
Release Date : 2013

Explaining The Computational Mind written by Marcin Miłkowski and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Computers categories.


In this work, 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.



Explaining The Computational Mind


Explaining The Computational Mind
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Author : Marcin Milkowski
language : en
Publisher:
Release Date : 2013

Explaining The Computational Mind written by Marcin Milkowski and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Computers categories.


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.



Explanation And Integration In Mind And Brain Science


Explanation And Integration In Mind And Brain Science
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Author : David Michael Kaplan
language : en
Publisher: Oxford University Press
Release Date : 2017

Explanation And Integration In Mind And Brain Science written by David Michael Kaplan and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Philosophy categories.


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.



Symbols Computation And Intentionality


Symbols Computation And Intentionality
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Author : Steven Horst
language : en
Publisher: Steven Horst
Release Date : 2011-09-09

Symbols Computation And Intentionality written by Steven Horst and has been published by Steven Horst this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-09 with Philosophy categories.




The Mechanical Mind


The Mechanical Mind
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Author : Tim Crane
language : en
Publisher: Psychology Press
Release Date : 2003

The Mechanical Mind written by Tim Crane and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Philosophy categories.


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.



Mind And Mechanism


Mind And Mechanism
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Author : Drew V. McDermott
language : en
Publisher: MIT Press
Release Date : 2001

Mind And Mechanism written by Drew V. McDermott and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Computers categories.


An exploration of the mind-body problem from the perspective of artificial intelligence.



The Mind Doesn T Work That Way


The Mind Doesn T Work That Way
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Author : Jerry A. Fodor
language : en
Publisher: MIT Press
Release Date : 2000

The Mind Doesn T Work That Way written by Jerry A. Fodor and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Psychology categories.


Jerry Fodor argues against the widely held view that mental processes are largely computations, that the architecture of cognition is massively modular, and that the explanation of our innate mental structure is basically Darwinian.



Computational Explorations In Cognitive Neuroscience


Computational Explorations In Cognitive Neuroscience
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Author : Randall C. O'Reilly
language : en
Publisher: MIT Press
Release Date : 2000-08-28

Computational Explorations In Cognitive Neuroscience written by Randall C. O'Reilly and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-08-28 with Medical categories.


This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the computational cognitive neuroscience. The goal of computational cognitive neuroscience is to understand how the brain embodies the mind by using biologically based computational models comprising networks of neuronlike units. This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the field. The neural units in the simulations use equations based directly on the ion channels that govern the behavior of real neurons, and the neural networks incorporate anatomical and physiological properties of the neocortex. Thus the text provides the student with knowledge of the basic biology of the brain as well as the computational skills needed to simulate large-scale cognitive phenomena. The text consists of two parts. The first part covers basic neural computation mechanisms: individual neurons, neural networks, and learning mechanisms. The second part covers large-scale brain area organization and cognitive phenomena: perception and attention, memory, language, and higher-level cognition. The second part is relatively self-contained and can be used separately for mechanistically oriented cognitive neuroscience courses. Integrated throughout the text are more than forty different simulation models, many of them full-scale research-grade models, with friendly interfaces and accompanying exercises. The simulation software (PDP++, available for all major platforms) and simulations can be downloaded free of charge from the Web. Exercise solutions are available, and the text includes full information on the software.



Memory And The Computational Brain


Memory And The Computational Brain
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Author : C. R. Gallistel
language : en
Publisher: Wiley-Blackwell
Release Date : 2009-04-27

Memory And The Computational Brain written by C. R. Gallistel and has been published by Wiley-Blackwell this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-27 with Language Arts & Disciplines categories.


Memory and the Computational Brain offers a provocative argument that goes to the heart of neuroscience, proposing that the field can and should benefit from the recent advances of cognitive science and the development of information theory over the course of the last several decades. A provocative argument that impacts across the fields of linguistics, cognitive science, and neuroscience, suggesting new perspectives on learning mechanisms in the brain Proposes that the field of neuroscience can and should benefit from the recent advances of cognitive science and the development of information theory Suggests that the architecture of the brain is structured precisely for learning and for memory, and integrates the concept of an addressable read/write memory mechanism into the foundations of neuroscience Based on lectures in the prestigious Blackwell-Maryland Lectures in Language and Cognition, and now significantly reworked and expanded to make it ideal for students and faculty



Cognition And The Brain


Cognition And The Brain
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Author : Andrew Brook
language : en
Publisher: Cambridge University Press
Release Date : 2005-09-12

Cognition And The Brain written by Andrew Brook and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-09-12 with Medical categories.


An up to date and comprehensive overview of the philosophy and neuroscience movement. At the heart of the movement is the conviction that basic questions about human cognition can be answered only by a philosophically sophisticated grasp of neuroscience's insights into the processing of information by the human brain.