Sébastien Hélie

32 papers B 11Journal 17Unranked 3

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	When is Psychology Research Useful in Artificial Intelligence? A Case for Reducing Computational Complexity in Problem Solving. Top. Cogn. Sci. Sébastien Hélie, Zygmunt Pizlo
2020	J	`jnl`	A unified model of rule-set learning and selection. Neural Networks Pierson J. Fleischer, Sébastien Hélie
2019	J	`jnl`	Creativity from paradoxical experience: a theory of how individuals achieve creativity while adopting paradoxical frames. J. Knowl. Manag. Goran Calic, Sébastien Hélie, Nick Bontis, Elaine Mosakowski
2019	B	`conf`	Exploration and Exploitation Reflect System-Switching in Learning. CogSci Li Xin Lim, Sébastien Hélie
2019	B	`conf`	Investigating the role of the visual system in solving the traveling salesperson problem. CogSci Zahra Sajedinia, Zygmunt Pizlo, Sébastien Hélie
2018	J	`jnl`	A New Computational Model for Astrocytes and Their Role in Biologically Realistic Neural Networks. Comput. Intell. Neurosci. Zahra Sajedinia, Sébastien Hélie
2018	J	`jnl`	The Role of Problem Representation in Producing Near-Optimal TSP Tours. J. Probl. Solving Pierson J. Fleischer, Sébastien Hélie, Zygmunt Pizlo
2016	B	`conf`	Encoding sparse features in a Bidirectional Associative Memory. IJCNN Nareg Berberian, Zoya Aamir, Sébastien Hélie, Sylvain Chartier
2016	J	`jnl`	Simulating the Effect of Reinforcement Learning on Neuronal Synchrony and Periodicity in the Striatum. Frontiers Comput. Neurosci. Sébastien Hélie, Pierson J. Fleischer
2015	J	`jnl`	A Neurocomputational Model of Automatic Sequence Production. J. Cogn. Neurosci. Sébastien Hélie, Jessica L. Roeder, Lauren Vucovich, Dennis Rünger, F. Gregory Ashby
2015	—	`ch.`	Cognitive Architectures and Agents. Handbook of Computational Intelligence Sébastien Hélie, Ron Sun
2015	J	`jnl`	Computational models of cognitive deficits in Parkinson's disease. Scholarpedia Sébastien Hélie, Erick J. Paul
2014	—	`conf`	Seeing is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions. ECCV (5) 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
2013	J	`jnl`	Brain activity across the development of automatic categorization: A comparison of categorization tasks using multi-voxel pattern analysis. NeuroImage Fabian A. Soto, Jennifer G. Waldschmidt, Sébastien Hélie, F. Gregory Ashby
2013	J	`jnl`	Exploring the cognitive and motor functions of the basal ganglia: an integrative review of computational cognitive neuroscience models. Frontiers Comput. Neurosci. Sébastien Hélie, V. Srinivasa Chakravarthy, Ahmed A. Moustafa
2013	J	`jnl`	Psychologically realistic cognitive agents: taking human cognition seriously. J. Exp. Theor. Artif. Intell. Ron Sun, Sébastien Hélie
2013	B	`conf`	Towards a unified neurobiological theory of creative problem solving. IJCNN Sébastien Hélie
2012	B	`conf`	Reasoning with heuristics and induction: An account based on the CLARION cognitive architecture. IJCNN Ron Sun, Sébastien Hélie
2012	J	`jnl`	Simulating the effects of dopamine imbalance on cognition: From positive affect to Parkinson's disease. Neural Networks Sébastien Hélie, Erick J. Paul, F. Gregory Ashby
2011	J	`jnl`	Bottom-up learning of explicit knowledge using a Bayesian algorithm and a new Hebbian learning rule. Neural Networks Sébastien Hélie, Robert Proulx, Bernard Lefebvre
2011	B	`conf`	How the core theory of CLARION captures human decision-making. IJCNN Sébastien Hélie, Ron Sun
2011	B	`conf`	Simulating Parkinson's disease patient deficits using a COVIS-based computational model. IJCNN Sébastien Hélie, Erick J. Paul, F. Gregory Ashby
2010	B	`conf`	Creative problem solving: A CLARION theory. IJCNN Sébastien Hélie, Ron Sun
2009	B	`conf`	A neurocomputational model of automaticity and maintenance of abstract rules. IJCNN Sébastien Hélie, F. Gregory Ashby
2009	B	`conf`	Simulating incubation effects using the Explicit Implicit Interaction with Bayes Factor (EII-BF) model. IJCNN Sébastien Hélie, Ron Sun
2008	J	`jnl`	Energy minimization in the nonlinear dynamic recurrent associative memory. Neural Networks Sébastien Hélie
2006	J	`jnl`	Are unsupervised neural networks ignorant? Sizing the effect of environmental distributions on unsupervised learning. Cogn. Syst. Res. Sébastien Hélie, Sylvain Chartier, Robert Proulx
2006	J	`jnl`	Using knowledge partitioning to investigate the psychological plausibility of mixtures of experts. Artif. Intell. Rev. Sébastien Hélie, Gyslain Giguère, Denis Cousineau, Robert Proulx
2005	B	`conf`	SCRAM: statistically converging recurrent associative memory. IJCNN Sylvain Chartier, Sébastien Hélie, Mounir Boukadoum, Robert Proulx
2004	—	`conf`	Applying Fuzzy Logic to Neural Modeling. ICCM Sébastien Hélie, Sylvain Chartier, Robert Proulx
2004	—	`conf`	Emergence of Bayesian Structure from Recurrent Networks. ICCM Sébastien Hélie
2003	J	`jnl`	redefining the rules: providing race models with a connectionist learning rule. Connect. Sci. Denis Cousineau, Guy L. Lacroix, Sébastien Hélie