When is Psychology Research Useful in Artificial Intelligence? A Case for Reducing Computational Complexity in Problem Solving. - Hélie, Sébastien; Pizlo, Zygmunt (Top. Cogn. Sci., 2022)

A unified model of rule-set learning and selection. - Fleischer, Pierson J.; Hélie, Sébastien (Neural Networks, 2020)

Creativity from paradoxical experience: a theory of how individuals achieve creativity while adopting paradoxical frames. - Calic, Goran; Hélie, Sébastien; Bontis, Nick; Mosakowski, Elaine (J. Knowl. Manag., 2019)

Exploration and Exploitation Reflect System-Switching in Learning. - Lim, Li Xin; Hélie, Sébastien (2019)

Investigating the role of the visual system in solving the traveling salesperson problem. - Sajedinia, Zahra; Pizlo, Zygmunt; Hélie, Sébastien (2019)

A New Computational Model for Astrocytes and Their Role in Biologically Realistic Neural Networks. - Sajedinia, Zahra; Hélie, Sébastien (Comput. Intell. Neurosci., 2018)

The Role of Problem Representation in Producing Near-Optimal TSP Tours. - Fleischer, Pierson J.; Hélie, Sébastien; Pizlo, Zygmunt (J. Probl. Solving, 2018)

Simulating the Effect of Reinforcement Learning on Neuronal Synchrony and Periodicity in the Striatum. - Hélie, Sébastien; Fleischer, Pierson J. (Frontiers Comput. Neurosci., 2016)

Encoding sparse features in a Bidirectional Associative Memory. - Berberian, Nareg; Aamir, Zoya; Hélie, Sébastien; Chartier, Sylvain (2016)

A Neurocomputational Model of Automatic Sequence Production. - Hélie, Sébastien; Roeder, Jessica L.; Vucovich, Lauren; Rünger, Dennis; Ashby, F. Gregory (J. Cogn. Neurosci., 2015)

Computational models of cognitive deficits in Parkinson's disease. - Hélie, Sébastien; Paul, Erick J. (Scholarpedia, 2015)

Cognitive Architectures and Agents. - Hélie, Sébastien; Sun, Ron (2015)

Seeing is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions. - Barbu, Andrei; Barrett, Daniel Paul; Chen, Wei; Narayanaswamy, Siddharth; Xiong, Caiming; Corso, Jason J.; Fellbaum, Christiane D.; Hanson, Catherine; Hanson, Stephen José; Hélie, Sébastien; Malaia, Evguenia; Pearlmutter, Barak A.; et al. (2014)

Exploring the cognitive and motor functions of the basal ganglia: an integrative review of computational cognitive neuroscience models. - Hélie, Sébastien; Chakravarthy, V. Srinivasa; Moustafa, Ahmed A. (Frontiers Comput. Neurosci., 2013)

Psychologically realistic cognitive agents: taking human cognition seriously. - Sun, Ron; Hélie, Sébastien (J. Exp. Theor. Artif. Intell., 2013)

Brain activity across the development of automatic categorization: A comparison of categorization tasks using multi-voxel pattern analysis. - Soto, Fabian A.; Waldschmidt, Jennifer G.; Hélie, Sébastien; Ashby, F. Gregory (NeuroImage, 2013)

Towards a unified neurobiological theory of creative problem solving. - Hélie, Sébastien (2013)

Simulating the effects of dopamine imbalance on cognition: From positive affect to Parkinson's disease. - Hélie, Sébastien; Paul, Erick J.; Ashby, F. Gregory (Neural Networks, 2012)

Reasoning with heuristics and induction: An account based on the CLARION cognitive architecture. - Sun, Ron; Hélie, Sébastien (2012)

Bottom-up learning of explicit knowledge using a Bayesian algorithm and a new Hebbian learning rule. - Hélie, Sébastien; Proulx, Robert; Lefebvre, Bernard (Neural Networks, 2011)

How the core theory of CLARION captures human decision-making. - Hélie, Sébastien; Sun, Ron (2011)

Simulating Parkinson's disease patient deficits using a COVIS-based computational model. - Hélie, Sébastien; Paul, Erick J.; Ashby, F. Gregory (2011)

Creative problem solving: A CLARION theory. - Hélie, Sébastien; Sun, Ron (2010)

A neurocomputational model of automaticity and maintenance of abstract rules. - Hélie, Sébastien; Ashby, F. Gregory (2009)

Simulating incubation effects using the Explicit Implicit Interaction with Bayes Factor (EII-BF) model. - Hélie, Sébastien; Sun, Ron (2009)

Energy minimization in the nonlinear dynamic recurrent associative memory. - Hélie, Sébastien (Neural Networks, 2008)

Using knowledge partitioning to investigate the psychological plausibility of mixtures of experts. - Hélie, Sébastien; Giguère, Gyslain; Cousineau, Denis; Proulx, Robert (Artif. Intell. Rev., 2006)

Are unsupervised neural networks ignorant? Sizing the effect of environmental distributions on unsupervised learning. - Hélie, Sébastien; Chartier, Sylvain; Proulx, Robert (Cogn. Syst. Res., 2006)

SCRAM: statistically converging recurrent associative memory. - Chartier, Sylvain; Hélie, Sébastien; Boukadoum, Mounir; Proulx, Robert (2005)

Applying Fuzzy Logic to Neural Modeling. - Hélie, Sébastien; Chartier, Sylvain; Proulx, Robert (2004)

Emergence of Bayesian Structure from Recurrent Networks. - Hélie, Sébastien (2004)

redefining the rules: providing race models with a connectionist learning rule. - Cousineau, Denis; Lacroix, Guy L.; Hélie, Sébastien (Connect. Sci., 2003)