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A mathematical theory of semantic development in deep neural networks

Proceedings of the National Academy of Sciences - PNAS, 2019-06, Vol.116 (23), p.11537-11546

2019

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Generalization Through the Recurrent Interaction of Episodic Memories: A Model of the Hippocampal System

Psychological review, 2012-07, Vol.119 (3), p.573-616

2012

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Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models

Proceedings of the National Academy of Sciences - PNAS, 2020-10, Vol.117 (42), p.25966-25974

2020

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Concepts, Control, and Context: A Connectionist Account of Normal and Disordered Semantic Cognition

Psychological review, 2018-04, Vol.125 (3), p.293-328

2018

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Quasi-compositional mapping from form to meaning: a neural network-based approach to capturing neural responses during human language comprehension

Philosophical transactions of the Royal Society of London. Series B. Biological sciences, 2020-02, Vol.375 (1791), p.20190313

2020

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A weighted constraint satisfaction approach to human goal-directed decision making

PLoS computational biology, 2022-06, Vol.18 (6), p.e1009553-e1009553

2022

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What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated

Trends in cognitive sciences, 2016-07, Vol.20 (7), p.512-534

2016

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Integration of sensory and reward information during perceptual decision-making in lateral intraparietal cortex (LIP) of the macaque monkey

PloS one, 2010-02, Vol.5 (2), p.e9308-e9308

2010

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The Place of Modeling in Cognitive Science

Topics in cognitive science, 2009-01, Vol.1 (1), p.11-38

McClelland, James L.

2009

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Dynamic integration of reward and stimulus information in perceptual decision-making

PloS one, 2011-03, Vol.6 (3), p.e16749-e16749

2011

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Integrating probabilistic models of perception and interactive neural networks: a historical and tutorial review

Frontiers in psychology, 2013, Vol.4, p.503-503

McClelland, James L

2013

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The dynamics of multimodal integration: The averaging diffusion model

Psychonomic bulletin & review, 2017-12, Vol.24 (6), p.1819-1843

2017

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A Reexamination of the Evidence for the Somatic Marker Hypothesis: What Participants Really Know in the Iowa Gambling Task

Proceedings of the National Academy of Sciences - PNAS, 2004-11, Vol.101 (45), p.16075-16080

2004

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Incorporating Rapid Neocortical Learning of New Schema-Consistent Information Into Complementary Learning Systems Theory

Journal of experimental psychology. General, 2013-11, Vol.142 (4), p.1190-1210

2013

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Loss Aversion and Inhibition in Dynamical Models of Multialternative Choice

Psychological review, 2004-07, Vol.111 (3), p.757-769

2004

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The Time Course of Perceptual Choice: The Leaky, Competing Accumulator Model

Psychological review, 2001-07, Vol.108 (3), p.550-592

2001

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The parallel distributed processing approach to semantic cognition

Nature reviews. Neuroscience, 2003-04, Vol.4 (4), p.310-322

2003

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Capturing advanced human cognitive abilities with deep neural networks

Trends in cognitive sciences, 2022-12, Vol.26 (12), p.1047-1050

McClelland, James L

2022

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Why Bilateral Damage Is Worse than Unilateral Damage to the Brain

Journal of cognitive neuroscience, 2013-12, Vol.25 (12), p.2107-2123

2013

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Extending a biologically inspired model of choice: multi-alternatives, nonlinearity and value-based multidimensional choice

Philosophical transactions of the Royal Society of London. Series B. Biological sciences, 2007-09, Vol.362 (1485), p.1655-1670

2007

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Unsupervised learning of vowel categories from infant-directed speech

Proceedings of the National Academy of Sciences - PNAS, 2007-08, Vol.104 (33), p.13273-13278

2007

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Structure and Deterioration of Semantic Memory: A Neuropsychological and Computational Investigation

Psychological review, 2004-01, Vol.111 (1), p.205-235

2004

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Integration of new information in memory: new insights from a complementary learning systems perspective

Philosophical transactions of the Royal Society of London. Series B. Biological sciences, 2020-05, Vol.375 (1799), p.20190637

2020

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Performance Feedback Drives Caudate Activation in a Phonological Learning Task

Journal of cognitive neuroscience, 2006-06, Vol.18 (6), p.1029-1043

2006

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Do estimates of numerosity really adhere to Weber’s law? A reexamination of two case studies

Psychonomic bulletin & review, 2021-02, Vol.28 (1), p.158-168

2021

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A mathematical theory of semantic development in deep neural networks

Generalization Through the Recurrent Interaction of Episodic Memories: A Model of the Hippocampal System

Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models

Concepts, Control, and Context: A Connectionist Account of Normal and Disordered Semantic Cognition

Quasi-compositional mapping from form to meaning: a neural network-based approach to capturing neural responses during human language comprehension

A weighted constraint satisfaction approach to human goal-directed decision making

What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated

Integration of sensory and reward information during perceptual decision-making in lateral intraparietal cortex (LIP) of the macaque monkey

The Place of Modeling in Cognitive Science

Dynamic integration of reward and stimulus information in perceptual decision-making

Integrating probabilistic models of perception and interactive neural networks: a historical and tutorial review

The dynamics of multimodal integration: The averaging diffusion model

A Reexamination of the Evidence for the Somatic Marker Hypothesis: What Participants Really Know in the Iowa Gambling Task

Incorporating Rapid Neocortical Learning of New Schema-Consistent Information Into Complementary Learning Systems Theory

Loss Aversion and Inhibition in Dynamical Models of Multialternative Choice

The Time Course of Perceptual Choice: The Leaky, Competing Accumulator Model

The parallel distributed processing approach to semantic cognition

Capturing advanced human cognitive abilities with deep neural networks

Why Bilateral Damage Is Worse than Unilateral Damage to the Brain

Extending a biologically inspired model of choice: multi-alternatives, nonlinearity and value-based multidimensional choice

Unsupervised learning of vowel categories from infant-directed speech

Structure and Deterioration of Semantic Memory: A Neuropsychological and Computational Investigation

Integration of new information in memory: new insights from a complementary learning systems perspective

Performance Feedback Drives Caudate Activation in a Phonological Learning Task

Do estimates of numerosity really adhere to Weber’s law? A reexamination of two case studies

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