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ORCIDSébastien Hélie
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2020 – today
- 2022
[j17]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): 687-701 (2022)- 2020
- [j16]Pierson J. Fleischer
, Sébastien Hélie:
A unified model of rule-set learning and selection. Neural Networks 124: 343-356 (2020)
2010 – 2019
- 2019
- [j15]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): 397-418 (2019) - [c14]Li Xin Lim, Sébastien Hélie:
Exploration and Exploitation Reflect System-Switching in Learning. CogSci 2019: 2154-2160 - [c13]Zahra Sajedinia, Zygmunt Pizlo, Sébastien Hélie:
Investigating the role of the visual system in solving the traveling salesperson problem. CogSci 2019: 2702-2707 - 2018
- [j14]Zahra Sajedinia, Sébastien Hélie:
A New Computational Model for Astrocytes and Their Role in Biologically Realistic Neural Networks. Comput. Intell. Neurosci. 2018: 3689487:1-3689487:10 (2018) - [j13]Pierson J. Fleischer, Sébastien Hélie, Zygmunt Pizlo:
The Role of Problem Representation in Producing Near-Optimal TSP Tours. J. Probl. Solving 11(1) (2018) - 2016
- [j12]Sébastien Hélie, Pierson J. Fleischer:
Simulating the Effect of Reinforcement Learning on Neuronal Synchrony and Periodicity in the Striatum. Frontiers Comput. Neurosci. 10: 40 (2016) - [c12]Nareg Berberian, Zoya Aamir, Sébastien Hélie, Sylvain Chartier:
Encoding sparse features in a Bidirectional Associative Memory. IJCNN 2016: 5119-5126 - 2015
- [j11]Sébastien Hélie, Jessica L. Roeder, Lauren Vucovich, Dennis Rünger, F. Gregory Ashby:
A Neurocomputational Model of Automatic Sequence Production. J. Cogn. Neurosci. 27(7): 1412-1426 (2015) - [j10]Sébastien Hélie, Erick J. Paul:
Computational models of cognitive deficits in Parkinson's disease. Scholarpedia 10(2): 32137 (2015) - [p1]Sébastien Hélie, Ron Sun:
Cognitive Architectures and Agents. Handbook of Computational Intelligence 2015: 683-696 - 2014
- [c11]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: 612-627 - 2013
- [j9]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: 174 (2013) - [j8]Ron Sun, Sébastien Hélie:
Psychologically realistic cognitive agents: taking human cognition seriously. J. Exp. Theor. Artif. Intell. 25(1): 65-92 (2013) - [j7]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: 284-297 (2013) - [c10]Sébastien Hélie:
Towards a unified neurobiological theory of creative problem solving. IJCNN 2013: 1-8 - 2012
- [j6]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: 74-85 (2012) - [c9]Ron Sun, Sébastien Hélie:
Reasoning with heuristics and induction: An account based on the CLARION cognitive architecture. IJCNN 2012: 1-8 - 2011
- [j5]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): 219-232 (2011) - [c8]Sébastien Hélie, Ron Sun:
How the core theory of CLARION captures human decision-making. IJCNN 2011: 173-180 - [c7]Sébastien Hélie, Erick J. Paul, F. Gregory Ashby:
Simulating Parkinson's disease patient deficits using a COVIS-based computational model. IJCNN 2011: 207-214 - 2010
- [c6]Sébastien Hélie, Ron Sun:
Creative problem solving: A CLARION theory. IJCNN 2010: 1-7
2000 – 2009
- 2009
- [c5]Sébastien Hélie, F. Gregory Ashby:
A neurocomputational model of automaticity and maintenance of abstract rules. IJCNN 2009: 1192-1198 - [c4]Sébastien Hélie, Ron Sun:
Simulating incubation effects using the Explicit Implicit Interaction with Bayes Factor (EII-BF) model. IJCNN 2009: 1199-1205 - 2008
- [j4]Sébastien Hélie:
Energy minimization in the nonlinear dynamic recurrent associative memory. Neural Networks 21(7): 1041-1044 (2008) - 2006
- [j3]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): 119-138 (2006) - [j2]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): 357-371 (2006) - 2005
- [c3]Sylvain Chartier, Sébastien Hélie, Mounir Boukadoum, Robert Proulx:
SCRAM: statistically converging recurrent associative memory. IJCNN 2005: 723-728 - 2004
- [c2]Sébastien Hélie, Sylvain Chartier, Robert Proulx:
Applying Fuzzy Logic to Neural Modeling. ICCM 2004: 352-353 - [c1]Sébastien Hélie:
Emergence of Bayesian Structure from Recurrent Networks. ICCM 2004: 408-409 - 2003
- [j1]Denis Cousineau, Guy L. Lacroix, Sébastien Hélie:
redefining the rules: providing race models with a connectionist learning rule. Connect. Sci. 15(1): 27-43 (2003)
Coauthor Index
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