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Keywords: connectionist models
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Journal Article
Semantic dementia: relevance to connectionist models of long-term memory
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Jaap M. J. Murre and others
in
Brain
Brain, Volume 124, Issue 4, April 2001, Pages 647–675, https://doi.org/10.1093/brain/124.4.647
Published: 01 April 2001
... to be simulated and tested. connectionist models hippocampus long-term memory memory consolidation retrograde amnesia semantic dementia BA = Brodmann area rCBF = regional cerebral blood flow A.M.:Well one of the best places was in April last year here (ha ha) and then April, May, June, July, August...
Chapter
Connectionist models of reading
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Mark S. Seidenberg
Published: 18 September 2012
... children learn to read, skilled reading, and reading impairments (dyslexia). The models are computer programs that simulate detailed aspects of behaviour. This article provides an overview of connectionist models of reading, with an emphasis on the “triangle” framework. The term “connectionism” refers...
Chapter
Formal Models
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Erik D. Reichle
Published: 18 February 2021
... and algorithms used to perform the task, and how the latter are implemented by physical systems. This then motivates discussion of three common approaches to modeling human cognition and behavior: process models, production-system models, and connectionist models. Each of these approaches is critiqued...
Chapter
Phonological deficits and developmental language impairments: evidence from connectionist models
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Marc F. Joanisse
Published: 18 January 2007
... are in percentages correctly inflected forms in a sentence completion task (The boy likes to walk; yesterday he ___ ,) computed across all forms used in their study. From van der Lely and Ullman ( 2001 ). Fig. 9.1 Data from connectionist models of normal and impaired past tense acquisition...
Chapter
Published: 24 December 2013
... evidence from a variety of methods gives us the greatest confidence in our hypotheses. The conclusions and controversies of the classical period of connectionist modeling have persisted over time and continue to frame the approach to the neural bases of cognitive systems in the modern era. With both bottom...
Chapter
Connectionist Approaches to Perseveration: Understanding Universal and Task-Specific Aspects of Children's Behavior
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J. Bruce Morton and Yuko Munakata
Published: 01 June 2009
...This chapter focuses on case studies of connectionist models of perseveration for understanding infants' reaching behavior and children's rule-guided behavior. These models demonstrate how general connectionist principles (1) provide a unified framework for understanding perseveration across ages...
Chapter
3 Functional Architecture of the Cognit
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Joaquín M. Fuster
Published: 29 September 2005
... inferences, connectionism has become the most plausible model of the organization of knowledge in the cerebral cortex. All connectionist models and neural network models assume the distribution of knowledge in assemblies of units, neurons, or nodes that constitute and represent the component elements...
Chapter
In search of the mechanisms of multisensory development
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Denis Mareschal and others
Published: 21 June 2012
... and point to some challenges for future research. Althaus N Mareschal D Westerman G computational modelling models multisensory development Lewandowsky S embodiment transcranial magnetic stimulation connectionist models learning Hebb D O Kohonen T feed forward networks Hebbian connections...
Chapter
Modeling the origins of object knowledge
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Denis Mareschal and Andrew J. Bremner
Published: 19 March 2009
...Fig. 10.1 Multidirectional flow versus
feed-forward nets. Fig. 10.2 (a) Sokolovian and, (b)
Autoencoder accounts of habituation. Fig. 10.3 Connectionist models of (a) Visual
preference and, (b) reaching (adapted from Munakata et al, 1997 ). Fig. 10.4 Input patterns (Munakata
et al...
Chapter
Statistical and connectionist models of speech perception and word recognition
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M. Gareth Gaskell
Published: 18 September 2012
...—particularly those stressing statistical learning—are reviewed alongside connectionist theories such as interactive activation and competition models, error-driven learning networks, and adaptive resonance theory. The article examines how connectionist models represent speech pre-lexically, and how...
Chapter
Computational Models of Higher Cognition
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Leonidas A. A. Doumas and John E. Hummel
Published: 21 November 2012
...Process models of higher cognition come in three basic varieties: traditional symbolic models, traditional connectionist models, and symbolic-connectionist models. This chapter reviews the basic representational and processing assumptions embodied in each of these approaches and considers...
Chapter
The Dynamics of Word Production
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Oriana Kilbourn-Ceron and Matthew Goldrick
Published: 14 February 2022
... area: how lexical access changes when speakers plan and produce multiple words in connected speech. The conclusion points to open theoretical issues raised by new findings in connected speech. connectionist models distributed representation lexicon psycholinguistics speech word form spreading...
Chapter
Implicit knowledge in people and connectionist networks
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Zoltan Dienes and Josef Perner
Published: 30 November 1995
... Network Explored
by Dienes. This chapter discusses the methodological criteria of implicit knowledge, the
meaning of implicit/explicit knowledge, the three types of explicitness,
analysis of a connectionist model of artificial grammar learning, and the
differences of connectionist models and implicit...
Chapter
Connectionism, Eliminativism, and the Future of Folk Psychology
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William Ramsey and others
Published: 22 September 2011
... that have been called “connectionist” form a fuzzy and heterogeneous set whose members often share little more than a vague family resemblance. However, the present argument linking connectionism to eliminativism will work only for a restricted domain of connectionist models, interpreted in a particular way...
Chapter
Bridging the Theoretical Gap: from the Brain to Cognitive Theory
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Tim Shallice and Richard P. Cooper
Published: 17 March 2011
.... Communication links allow information to be transferred from one box to another. They are of three types: read , send and recode . The third is specifically for connectionist models where communication links can recode information through a matrix...
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