List of works - James McClelland

'Words or Rules' cannot exploit the regularity in exceptions

scientific article published on 01 November 2002

A differentiation account of recognition memory: evidence from fMRI

scientific article

A mathematical theory of semantic development in deep neural networks

scientific article published on 17 May 2019

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

scientific article published on 16 June 2022

An interactive Hebbian account of lexically guided tuning of speech perception.

scientific article

Are there interactive processes in speech perception?

scientific article

Are there mental lexicons? The role of semantics in lexical decision

scientific article published on 06 October 2010

Categorization and discrimination of nonspeech sounds: differences between steady-state and rapidly-changing acoustic cues.

scientific article published in August 2004

Concepts, control, and context: A connectionist account of normal and disordered semantic cognition.

scientific article published in April 2018

Context, cortex, and associations: a connectionist developmental approach to verbal analogies

scientific article published on 20 November 2013

Differentiation and integration in human language. Reply to Marslen-Wilson and Tyler

scientific article published on 01 February 2003

Dissociating reading processes on the basis of neuronal interactions

scientific article

Dissociating stimulus-driven semantic and phonological effect during reading and naming

scientific article published on March 2007

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

scientific article published on 18 September 2020

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

scientific article

Effects of Attention on the Strength of Lexical Influences on Speech Perception: Behavioral Experiments and Computational Mechanisms

scientific article

Emergence in cognitive science.

scientific article

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

scientific article published on September 2007

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

Finite State Automata and Simple Recurrent Networks

scientific article published in September 1989

Generalization through the recurrent interaction of episodic memories: a model of the hippocampal system

scientific article published on July 2012

Hippocampal conjunctive encoding, storage, and recall: avoiding a trade-off.

scientific article published in December 1994

Incorporating rapid neocortical learning of new schema-consistent information into complementary learning systems theory

scientific article published on 26 August 2013

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

scientific article (publication date: 2013)

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

scientific article published on 06 April 2020

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

scientific article

Interactive activation and mutual constraint satisfaction in perception and cognition.

scientific article published on 07 August 2014

Letting structure emerge: connectionist and dynamical systems approaches to cognition

scientific article published on 2 July 2010

Locating object knowledge in the brain: comment on Bowers's (2009) attempt to revive the grandmother cell hypothesis.

scientific article published on January 2010

Modelling the N400 brain potential as change in a probabilistic representation of meaning

scientific article published on 27 August 2018

Numerosity discrimination in deep neural networks: Initial competence, developmental refinement and experience statistics

scientific article published on 24 January 2020

Parallel Distributed Processing at 25: further explorations in the microstructure of cognition.

scientific article published on 4 August 2014

Payoff Information Biases a Fast Guess Process in Perceptual Decision Making under Deadline Pressure: Evidence from Behavior, Evoked Potentials, and Quantitative Model Comparison.

scientific article published in August 2015

Performance feedback drives caudate activation in a phonological learning task

scientific article published in June 2006

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

scientific article published on 28 September 2020

Predicting Native English-Like Performance by Native Japanese Speakers.

scientific article

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

scientific article published on 16 December 2019

Retrospective. R. Duncan Luce (1925-2012).

scientific article

Rules or connections in past-tense inflections: what does the evidence rule out?

scientific article

Structure and deterioration of semantic memory: a neuropsychological and computational investigation

scientific article published on January 2004

Success and failure in teaching the [r]-[l] contrast to Japanese adults: tests of a Hebbian model of plasticity and stabilization in spoken language perception.

scientific article published in June 2002

Teaching the /r/-/l/ discrimination to Japanese adults: behavioral and neural aspects

scientific article

Testing multi-alternative decision models with non-stationary evidence

scientific article published on 4 May 2011

The phonological-similarity effect differentiates between two working memory tasks

scientific article published in September 2002

The place of modeling in cognitive science

scientific article

Transforming task representations to perform novel tasks

scientific article published on 10 December 2020

Two mechanisms of human contingency learning.

scientific article published on 22 December 2011

What underlies the neuropsychological pattern of irregular > regular past-tense verb production?

scientific article published on April 2005

Why bilateral damage is worse than unilateral damage to the brain

scientific article published on 28 June 2013

Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory

scientific article (publication date: July 1995)

You shall know an object by the company it keeps: An investigation of semantic representations derived from object co-occurrence in visual scenes

scientific article

List of works by James McClelland

'Words or Rules' cannot exploit the regularity in exceptions

A differentiation account of recognition memory: evidence from fMRI

A mathematical theory of semantic development in deep neural networks

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

An interactive Hebbian account of lexically guided tuning of speech perception.

Are there interactive processes in speech perception?

Are there mental lexicons? The role of semantics in lexical decision

Categorization and discrimination of nonspeech sounds: differences between steady-state and rapidly-changing acoustic cues.

Concepts, control, and context: A connectionist account of normal and disordered semantic cognition.

Context, cortex, and associations: a connectionist developmental approach to verbal analogies

Differentiation and integration in human language. Reply to Marslen-Wilson and Tyler

Dissociating reading processes on the basis of neuronal interactions

Dissociating stimulus-driven semantic and phonological effect during reading and naming

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

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

Effects of Attention on the Strength of Lexical Influences on Speech Perception: Behavioral Experiments and Computational Mechanisms

Emergence in cognitive science.

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

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

Finite State Automata and Simple Recurrent Networks

Generalization through the recurrent interaction of episodic memories: a model of the hippocampal system

Hippocampal conjunctive encoding, storage, and recall: avoiding a trade-off.

Incorporating rapid neocortical learning of new schema-consistent information into complementary learning systems theory

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

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

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

Interactive activation and mutual constraint satisfaction in perception and cognition.

Letting structure emerge: connectionist and dynamical systems approaches to cognition

Locating object knowledge in the brain: comment on Bowers's (2009) attempt to revive the grandmother cell hypothesis.

Modelling the N400 brain potential as change in a probabilistic representation of meaning

Numerosity discrimination in deep neural networks: Initial competence, developmental refinement and experience statistics

Parallel Distributed Processing at 25: further explorations in the microstructure of cognition.

Payoff Information Biases a Fast Guess Process in Perceptual Decision Making under Deadline Pressure: Evidence from Behavior, Evoked Potentials, and Quantitative Model Comparison.

Performance feedback drives caudate activation in a phonological learning task

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

Predicting Native English-Like Performance by Native Japanese Speakers.

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

Retrospective. R. Duncan Luce (1925-2012).

Rules or connections in past-tense inflections: what does the evidence rule out?

Structure and deterioration of semantic memory: a neuropsychological and computational investigation

Success and failure in teaching the [r]-[l] contrast to Japanese adults: tests of a Hebbian model of plasticity and stabilization in spoken language perception.

Teaching the /r/-/l/ discrimination to Japanese adults: behavioral and neural aspects

Testing multi-alternative decision models with non-stationary evidence

The phonological-similarity effect differentiates between two working memory tasks

The place of modeling in cognitive science

Transforming task representations to perform novel tasks

Two mechanisms of human contingency learning.

What underlies the neuropsychological pattern of irregular > regular past-tense verb production?

Why bilateral damage is worse than unilateral damage to the brain

Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory

You shall know an object by the company it keeps: An investigation of semantic representations derived from object co-occurrence in visual scenes