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What Neural Network Models Can and Cannot Explain about Cognition

Cyriel M. A. Pennartz

in The Brain's Representational Power: On Consciousness and the Integration of Modalities

Published in print:
2015
Published Online:
May 2016
ISBN:
9780262029315
eISBN:
9780262330121
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262029315.003.0004
Subject:
Neuroscience, Behavioral Neuroscience

What are neural network models, what kind of cognitive processes can they perform, and what do they teach us about representations and consciousness? First, this chapter explains the functioning of ... More


How Limited Systematicity Emerges: A Computational Cognitive Neuroscience Approach

Randall C. O'Reilly, Alex A. Petrov, Jonathan D. Cohen, Christian J. Lebiere, Seth A. Herd, and Trent Kriete

in The Architecture of Cognition: Rethinking Fodor and Pylyshyn's Systematicity Challenge

Published in print:
2014
Published Online:
September 2014
ISBN:
9780262027236
eISBN:
9780262322461
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262027236.003.0008
Subject:
Philosophy, Philosophy of Mind

Is human cognition best characterized in terms of the systematic nature of classical symbol processing systems (as argued by Fodor & Pylyshyn, 1988), or in terms of the context-sensitive, embedded ... More


The English Past Tense: Abstraction and Competition

Timothy J. O’Donnell

in Productivity and Reuse In Language: A Theory of Linguistic Computation and Storage

Published in print:
2015
Published Online:
May 2016
ISBN:
9780262028844
eISBN:
9780262326803
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262028844.003.0004
Subject:
Linguistics, Sociolinguistics / Anthropological Linguistics

This chapter reviews the literatures on the English past tense and past participle. The first part of the chapter reviews the empirical literature on the English past from point of view of ... More


Systematicity and the Need for Encapsulated Representations

Gideon Borensztajn, Willem Zuidema, and William Bechtel

in The Architecture of Cognition: Rethinking Fodor and Pylyshyn's Systematicity Challenge

Published in print:
2014
Published Online:
September 2014
ISBN:
9780262027236
eISBN:
9780262322461
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262027236.003.0007
Subject:
Philosophy, Philosophy of Mind

In this chapter we propose precise operational criteria of systematicity that reveal a connection between the notion of systematicity and causal roles for category membership. We argue that neural ... More


The Quest for Intelligent Machines

Arlindo Oliveira

in The Digital Mind: How Science is Redefining Humanity

Published in print:
2017
Published Online:
September 2017
ISBN:
9780262036030
eISBN:
9780262338394
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262036030.003.0005
Subject:
Computer Science, Artificial Intelligence

This chapter addresses the question of whether a computer can become intelligent and how to test for that possibility. It introduces the idea of the Turing test, a test developed to determine, in an ... More


The English Past Tense: Simulations

Timothy J. O’Donnell

in Productivity and Reuse In Language: A Theory of Linguistic Computation and Storage

Published in print:
2015
Published Online:
May 2016
ISBN:
9780262028844
eISBN:
9780262326803
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262028844.003.0005
Subject:
Linguistics, Sociolinguistics / Anthropological Linguistics

This chapter presents simulation results for the English past. The first part of the chapter gives a general overview of the modeling assumptions used for the simulations of the English past-tense ... More


Architecture for Experimentalists

Alcino J. Silva, Anthony Landreth, and John Bickle

in Engineering the Next Revolution in Neuroscience: The New Science of Experiment Planning

Published in print:
2013
Published Online:
January 2014
ISBN:
9780199731756
eISBN:
9780199367658
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199731756.003.0008
Subject:
Neuroscience, Molecular and Cellular Systems, Techniques

This chapter proposes an approach to planning informative experiments based on the concepts of previous chapters. The process of rational experiment planning can be viewed as the progressive ... More


Cellular basis of intelligent behaviour

Anthony Trewavas

in Plant Behaviour and Intelligence

Published in print:
2014
Published Online:
November 2014
ISBN:
9780199539543
eISBN:
9780191788291
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199539543.003.0022
Subject:
Biology, Plant Sciences and Forestry

Cellular proteins have a broad range of functions that provide a springboard for understanding how cells express intelligent behaviour. The major proteins and processes in signal transduction have ... More


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