Sébastien Hélie

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 9

Top Topics

Creative Problem Solving

Human Cognition

Computational Models

Top Venues

Frontiers Comput. Neurosci.

Comput. Intell. Neurosci.

Publications

Sébastien Hélie, Zygmunt Pizlo
When is Psychology Research Useful in Artificial Intelligence? A Case for Reducing Computational Complexity in Problem Solving. Top. Cogn. Sci. 14 (4) (2022)
Pierson J. Fleischer, Sébastien Hélie
A unified model of rule-set learning and selection. Neural Networks 124 (2020)
Zahra Sajedinia, Zygmunt Pizlo, Sébastien Hélie
Investigating the role of the visual system in solving the traveling salesperson problem. CogSci (2019)
Goran Calic, Sébastien Hélie, Nick Bontis, Elaine Mosakowski
Creativity from paradoxical experience: a theory of how individuals achieve creativity while adopting paradoxical frames. J. Knowl. Manag. 23 (3) (2019)
Li Xin Lim, Sébastien Hélie
Exploration and Exploitation Reflect System-Switching in Learning. CogSci (2019)
Pierson J. Fleischer, Sébastien Hélie, Zygmunt Pizlo
The Role of Problem Representation in Producing Near-Optimal TSP Tours. J. Probl. Solving 11 (1) (2018)
Zahra Sajedinia, Sébastien Hélie
A New Computational Model for Astrocytes and Their Role in Biologically Realistic Neural Networks. Comput. Intell. Neurosci. 2018 (2018)
Sébastien Hélie, Pierson J. Fleischer
Simulating the Effect of Reinforcement Learning on Neuronal Synchrony and Periodicity in the Striatum. Frontiers Comput. Neurosci. 10 (2016)
Nareg Berberian, Zoya Aamir, Sébastien Hélie, Sylvain Chartier
Encoding sparse features in a Bidirectional Associative Memory. IJCNN (2016)
Sébastien Hélie, Erick J. Paul
Computational models of cognitive deficits in Parkinson's disease. Scholarpedia 10 (2) (2015)
Sébastien Hélie, Jessica L. Roeder, Lauren Vucovich, Dennis Rünger, F. Gregory Ashby
A Neurocomputational Model of Automatic Sequence Production. J. Cogn. Neurosci. 27 (7) (2015)
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
Seeing is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions. ECCV (5) (2014)
Sébastien Hélie
Towards a unified neurobiological theory of creative problem solving. IJCNN (2013)
Fabian A. Soto, Jennifer G. Waldschmidt, Sébastien Hélie, F. Gregory Ashby
Brain activity across the development of automatic categorization: A comparison of categorization tasks using multi-voxel pattern analysis. NeuroImage 71 (2013)
Sébastien Hélie, V. Srinivasa Chakravarthy, Ahmed A. Moustafa
Exploring the cognitive and motor functions of the basal ganglia: an integrative review of computational cognitive neuroscience models. Frontiers Comput. Neurosci. 7 (2013)
Ron Sun, Sébastien Hélie
Psychologically realistic cognitive agents: taking human cognition seriously. J. Exp. Theor. Artif. Intell. 25 (1) (2013)
Ron Sun, Sébastien Hélie
Reasoning with heuristics and induction: An account based on the CLARION cognitive architecture. IJCNN (2012)
Sébastien Hélie, Erick J. Paul, F. Gregory Ashby
Simulating the effects of dopamine imbalance on cognition: From positive affect to Parkinson's disease. Neural Networks 32 (2012)
Sébastien Hélie, Erick J. Paul, F. Gregory Ashby
Simulating Parkinson's disease patient deficits using a COVIS-based computational model. IJCNN (2011)
Sébastien Hélie, Robert Proulx, Bernard Lefebvre
Bottom-up learning of explicit knowledge using a Bayesian algorithm and a new Hebbian learning rule. Neural Networks 24 (3) (2011)
Sébastien Hélie, Ron Sun
How the core theory of CLARION captures human decision-making. IJCNN (2011)
Sébastien Hélie, Ron Sun
Creative problem solving: A CLARION theory. IJCNN (2010)
Sébastien Hélie, F. Gregory Ashby
A neurocomputational model of automaticity and maintenance of abstract rules. IJCNN (2009)
Sébastien Hélie, Ron Sun
Simulating incubation effects using the Explicit Implicit Interaction with Bayes Factor (EII-BF) model. IJCNN (2009)
Sébastien Hélie
Energy minimization in the nonlinear dynamic recurrent associative memory. Neural Networks 21 (7) (2008)
Sébastien Hélie, Sylvain Chartier, Robert Proulx
Are unsupervised neural networks ignorant? Sizing the effect of environmental distributions on unsupervised learning. Cogn. Syst. Res. 7 (4) (2006)
Sébastien Hélie, Gyslain Giguère, Denis Cousineau, Robert Proulx
Using knowledge partitioning to investigate the psychological plausibility of mixtures of experts. Artif. Intell. Rev. 25 (1-2) (2006)
Sébastien Hélie
Emergence of Bayesian Structure from Recurrent Networks. ICCM (2004)
Sébastien Hélie, Sylvain Chartier, Robert Proulx
Applying Fuzzy Logic to Neural Modeling. ICCM (2004)
Denis Cousineau, Guy L. Lacroix, Sébastien Hélie
redefining the rules: providing race models with a connectionist learning rule. Connect. Sci. 15 (1) (2003)