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The Routledge handbook of the computational mind

Author: Mark Sprevak; Matteo Colombo
Publisher: Milton Park, Abingdon, Oxon ; New York : Routledge, 2019. ©2019
Series: Routledge handbooks in philosophy.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Routledge handbook of the computational mind.
Milton Park, Abingdon, Oxon ; New York : Routledge, 2019
(DLC) 2018015384
(OCoLC)1044782008
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Mark Sprevak; Matteo Colombo
ISBN: 9781315643670 1315643677
OCLC Number: 1049802891
Notes: Date on opening screen: 13 September 2018
Description: 1 online resource (xvi, 510 pages).
Contents: Computational thought from Descartes to Lovelace / Alistair M. C. Isaac --
Turing and the first electronic brains: what the papers said / Diane Proudfoot and Jack Copeland --
British cybernetics / Joe Dewhurst --
Cybernetics / Tara H. Abraham --
Turing-equivalent computation at the "conception" of cognitive science / Kenneth Aizawa --
Connectionism and post-connectionist models / Cameron Buckner and James Carson --
Artificial intelligence / Murray Shanahan --
Classic computational models / Richard Samuels --
Explanation and connectionist models / Catherine Stinson --
Dynamic information processing / Frank Faries and Anthony Chemero --
Probabalistic models / David Danks --
Prediction error minimization in the brain / Jakob Hohwy --
Triviality arguments about computational implementation / Mark Sprevak --
Computational implementation / J. Brendan Ritchie and Gualtiero Piccinini --
Computation and levels in the cognitive and neural sciences / Lotem Elber-Dorozko and Oron Shagrir --
Reductive explanation between psychology and neuroscience / Daniel A. Weiskopf --
Helmholtz's vision: underdetermination, behavior and the brain / Clark Glymour and Ruben Sanchez-Romero --
The nature and function of content in computational models / Frances Egan --
Maps, models and computational simulations in the mind / William Ramsey --
The cognitive basis of computation: putting computation in its place / Daniel D. Hutto, Erik Myin, Anco Peeters and Farid Zahnoun --
Computational explanations and neural coding / Rosa Cao --
Computation, consciousness, and "computation and consciousness" / Colin Klein --
Concepts, symbols, and computation: an integrative approach / Jenelle Salisbury and Susan Schneider --
Embodied cognition / Marcin Milkowski --
Tractability and the computational mind / Jakub Szymanik and Rineke Verbrugge --
Computational cognitive neuroscience / Carlos Zednik --
Simulation in computational neuroscience / Liz Irvine --
Learning and reasoning / Matteo Colombo --
Vision / Mazviita Chirimuuta --
Perception without computation? / Nico Orlandi --
Motor computation / Michael Rescorla --
Computational models of emotion / Xiaosi Gu --
Computational psychiatry / Stefan Brugger and Matthew Broome --
Computational approaches to social cognition / John Michael and Miles MacLeod --
Computational theories of group behavior / Bryce Huebner and Joseph Jebari.
Series Title: Routledge handbooks in philosophy.
Other Titles: Handbook of the computational mind
Responsibility: edited by Mark Sprevak and Matteo Colombo.

Abstract:

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.

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"One of the many strengths of this volume, skilfully edited by Mark Sprevak and Matteo Colombo, is that it reminds us of how long scientists - many of them psychiatrists (including R. D. Laing) - Read more...

 
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