Sébastien Hélie

According to our database, Sébastien Hélie authored at least 31 papers between 2003 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

When is Psychology Research Useful in Artificial Intelligence? A Case for Reducing Computational Complexity in Problem Solving.

Sébastien Hélie, Zygmunt Pizlo

Top. Cogn. Sci., 2022

2020

A unified model of rule-set learning and selection.

Pierson J. Fleischer, Sébastien Hélie

Neural Networks, 2020

2019

Creativity from paradoxical experience: a theory of how individuals achieve creativity while adopting paradoxical frames.

Goran Calic, Sébastien Hélie, Nick Bontis, Elaine Mosakowski

J. Knowl. Manag., 2019

Investigating the role of the visual system in solving the traveling salesperson problem.

Zahra Sajedinia, Zygmunt Pizlo, Sébastien Hélie

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Exploration and Exploitation Reflect System-Switching in Learning.

Li Xin Lim, Sébastien Hélie

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

The Role of Problem Representation in Producing Near-Optimal TSP Tours.

Pierson J. Fleischer, Sébastien Hélie, Zygmunt Pizlo

J. Probl. Solving, 2018

A New Computational Model for Astrocytes and Their Role in Biologically Realistic Neural Networks.

Zahra Sajedinia, Sébastien Hélie

Comput. Intell. Neurosci., 2018

2016

Simulating the Effect of Reinforcement Learning on Neuronal Synchrony and Periodicity in the Striatum.

Sébastien Hélie, Pierson J. Fleischer

Frontiers Comput. Neurosci., 2016

Encoding sparse features in a Bidirectional Associative Memory.

Nareg Berberian, Zoya Aamir, Sébastien Hélie, Sylvain Chartier

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Cognitive Architectures and Agents.

Sébastien Hélie, Ron Sun

Proceedings of the Springer Handbook of Computational Intelligence, 2015

Computational models of cognitive deficits in Parkinson's disease.

Sébastien Hélie, Erick J. Paul

Scholarpedia, 2015

A Neurocomputational Model of Automatic Sequence Production.

Sébastien Hélie, Jessica L. Roeder, Lauren Vucovich, Dennis Rünger, F. Gregory Ashby

J. Cogn. Neurosci., 2015

2014

Seeing is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions.

Andrei Barbu, Daniel Paul Barrett, Wei Chen, Siddharth Narayanaswamy, Caiming Xiong, Jason J. Corso, Christiane D. Fellbaum, Catherine Hanson, Stephen José Hanson, Sébastien Hélie, Evguenia Malaia, Barak A. Pearlmutter, Jeffrey Mark Siskind, Thomas Michael Talavage, Ronnie B. Wilbur

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Brain activity across the development of automatic categorization: A comparison of categorization tasks using multi-voxel pattern analysis.

Fabian A. Soto, Jennifer G. Waldschmidt, Sébastien Hélie, F. Gregory Ashby

NeuroImage, 2013

Psychologically realistic cognitive agents: taking human cognition seriously.

Ron Sun, Sébastien Hélie

J. Exp. Theor. Artif. Intell., 2013

Exploring the cognitive and motor functions of the basal ganglia: an integrative review of computational cognitive neuroscience models.

Sébastien Hélie, V. Srinivasa Chakravarthy, Ahmed A. Moustafa

Frontiers Comput. Neurosci., 2013

Towards a unified neurobiological theory of creative problem solving.

Sébastien Hélie

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Simulating the effects of dopamine imbalance on cognition: From positive affect to Parkinson's disease.

Sébastien Hélie, Erick J. Paul, F. Gregory Ashby

Neural Networks, 2012

Reasoning with heuristics and induction: An account based on the CLARION cognitive architecture.

Ron Sun, Sébastien Hélie

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Bottom-up learning of explicit knowledge using a Bayesian algorithm and a new Hebbian learning rule.

Sébastien Hélie, Robert Proulx, Bernard Lefebvre

Neural Networks, 2011

How the core theory of CLARION captures human decision-making.

Sébastien Hélie, Ron Sun

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Simulating Parkinson's disease patient deficits using a COVIS-based computational model.

Sébastien Hélie, Erick J. Paul, F. Gregory Ashby

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

Creative problem solving: A CLARION theory.

Sébastien Hélie, Ron Sun

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Simulating incubation effects using the Explicit Implicit Interaction with Bayes Factor (EII-BF) model.

Sébastien Hélie, Ron Sun

Proceedings of the International Joint Conference on Neural Networks, 2009

A neurocomputational model of automaticity and maintenance of abstract rules.

Sébastien Hélie, F. Gregory Ashby

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

Energy minimization in the nonlinear dynamic recurrent associative memory.

Sébastien Hélie

Neural Networks, 2008

2006

Are unsupervised neural networks ignorant? Sizing the effect of environmental distributions on unsupervised learning.

Sébastien Hélie, Sylvain Chartier, Robert Proulx

Cogn. Syst. Res., 2006

Using knowledge partitioning to investigate the psychological plausibility of mixtures of experts.

Sébastien Hélie, Gyslain Giguère, Denis Cousineau, Robert Proulx

Artif. Intell. Rev., 2006

2004

Applying Fuzzy Logic to Neural Modeling.

Sébastien Hélie, Sylvain Chartier, Robert Proulx

Proceedings of the International Conference on Cognitive Modelling, 2004

Emergence of Bayesian Structure from Recurrent Networks.

Sébastien Hélie

Proceedings of the International Conference on Cognitive Modelling, 2004

2003

redefining the rules: providing race models with a connectionist learning rule.

Denis Cousineau, Guy L. Lacroix, Sébastien Hélie

Connect. Sci., 2003