A self-scaling procedure in unsupervised correlational neural networks. - Sylvain Chartier; Robert Proulx (IJCNN, 1999)

Learning and Extracting Edges from Images by a Modified Hopfield Neural Network. - Sylvain Chartier; Richard Lepage (ICPR (3), 2002)

A Connexionist Model of the Attentional Blink Effect During a Rapid Serial Visual Presentation Task. - Sylvain Chartier; Denis Cousineau 001; Dominic Charbonneau (ICCM, 2004)

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

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

Scene Perception, Gaze Behavior, and Perceptual Learning in Virtual Environments. - Guillaume Albert; Patrice Renaud; Sylvain Chartier; Lise Renaud; Louise Sauvé; Stéphane Bouchard (Cyberpsychology Behav. Soc. Netw., 2005)

NDRAM: nonlinear dynamic recurrent associative memory for learning bipolar and nonbipolar correlated patterns. - Sylvain Chartier; Robert Proulx (IEEE Trans. Neural Networks, 2005)

Mesures et rétroactions psychophysiologiques en immersion virtuelle: le cas des réponses oculomotrices et sexuelles. - Patrice Renaud; Guillaume Albert; Sylvain Chartier; Marie-Pierre Bonin; Pascale DeCourville-Nicol; Stéphane Bouchard; Jean Proulx (IHM, 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)

A sequential dynamic heteroassociative memory for multistep pattern recognition and one-to-many association. - Sylvain Chartier; Mounir Boukadoum (IEEE Trans. Neural Networks, 2006)

A bidirectional heteroassociative memory for binary and grey-level patterns. - Sylvain Chartier; Mounir Boukadoum (IEEE Trans. Neural Networks, 2006)

FEBAM: A Feature-Extracting Bidirectional Associative Memory. - Sylvain Chartier; Gyslain Giguère; Patrice Renaud; Jean-Marc Lina; Robert Proulx (IJCNN, 2007)

Presence as Determined by Fractal Perceptual-Motor Dynamics. - Patrice Renaud; Sylvain Chartier; Guillaume Albert; Jean Décarie; Louis-Georges Cournoyer; Stéphane Bouchard (Cyberpsychology Behav. Soc. Netw., 2007)

An online noise filter for eye-tracker data recorded in a virtual environment. - Sylvain Chartier; Patrice Renaud (ETRA, 2008)

Auto-associative memory based on a new hybrid model of SFNN and GRNN: Performance comparison with NDRAM, ART2 and MLP. - Hamed Davande; Mahmood Amiri; Alireza Sadeghian; Sylvain Chartier (IJCNN, 2008)

Bidirectional Associative Memories, Self-Organizing Maps and k-Winners-Take-All: Uniting feature extraction and topological principles. - Sylvain Chartier; Gyslain Giguère; Dominic Langlois; Rana Sioufi (IJCNN, 2009)

Gaze behavior nonlinear dynamics assessed in virtual immersion as a diagnostic index of sexual deviancy: preliminary results. - Patrice Renaud; Sylvain Chartier; Joanne L. Rouleau; Jean Proulx; Dominique Trottier; John P. Bradford; Paul Fedoroff; Stéphane Bouchard; Jean Décarie (J. Virtual Real. Broadcast., 2009)

A new bidirectional heteroassociative memory encompassing correlational, competitive and topological properties. - Sylvain Chartier; Gyslain Giguère; Dominic Langlois (Neural Networks, 2009)

BAM Learning of Nonlinearly Separable Tasks by Using an Asymmetrical Output Function and Reinforcement Learning. - Sylvain Chartier; Mounir Boukadoum; Mahmood Amiri (IEEE Trans. Neural Networks, 2009)

Cybertherapy, Cyberpsychology, and the Use of Virtual Reality in Mental Health. - Patrice Renaud; Stéphane Bouchard; Sylvain Chartier; Marie-Pierre Bonin (The Universal Access Handbook, 2009)

Performing Complex Associations Using a Feature-Extracting Bidirectional Associative Memory. - Craig Leth-Steensen; Sylvain Chartier; Dominic Langlois; Marie-France Hébert (FLAIRS, 2010)

Reinforcement learning using associative memory networks. - Ricardo Salmon; Alireza Sadeghian; Sylvain Chartier (IJCNN, 2010)

A bidirectional associative memory based on cortical spiking neurons using temporal coding. - Masood Zamani; Alireza Sadeghian; Sylvain Chartier (IJCNN, 2010)

Feedback associative memory based on a new hybrid model of generalized regression and self-feedback neural networks. - Mahmood Amiri; Hamed Davande; Alireza Sadeghian; Sylvain Chartier (Neural Networks, 2010)

Modeling prosopagnosia using dynamic artificial neural networks. - Robyn Vandermeulen; Laurence Morissette; Sylvain Chartier (IJCNN, 2011)

Encoding Static and Temporal Patterns with a Bidirectional Heteroassociative Memory. - Sylvain Chartier; Mounir Boukadoum (J. Appl. Math., 2011)

Performing complex associations using a generalised bidirectional associative memory. - Sylvain Chartier; Craig Leth-Steensen; Marie-France Hébert (J. Exp. Theor. Artif. Intell., 2012)

Depth of treatment sensitive noise resistant dynamic artificial neural networks model of recall in people with prosopagnosia. - Laurence Morissette; Sylvain Chartier; Robyn Vandermeulen; Nicholas Watier (Neural Networks, 2012)

A Chaotic Feature Extracting BAM and Its Application in Implementing Memory Search. - Isar Nejadgholi; Seyyed Ali Seyyedsalehi; Sylvain Chartier (Neural Process. Lett., 2012)

Information fusion and S&P500 trend prediction. - Salim Lahmiri; Mounir Boukadoum; Sylvain Chartier (AICCSA, 2013)

Unsupervised non-linear neural networks capture aspects of floral choice behaviour. - Levente Orbán; Sylvain Chartier (ESANN, 2013)

FEBAMSOM-BAM∗: Neural network model of human categorization of the N-bits parity problem. - Laurence Morissette; Sylvain Chartier (IJCNN, 2013)

Spreading activation and sparseness in a bidirectional associative memory. - Christophe Tremblay; M. Dorville; K. Myers Stewart; Sylvain Chartier (IJCNN, 2013)

Controlling deterministic output variability in a feature extracting chaotic BAM. - Isar Nejadgholi; Sylvain Chartier; Seyyed Ali Seyyedsalehi (Neurocomputing, 2013)

A Supervised Classification System of Financial Data Based on Wavelet Packet and Neural Networks. - Salim Lahmiri; Mounir Boukadoum; Sylvain Chartier (Int. J. Strateg. Decis. Sci., 2013)

Increasing Accuracy in a Bidirectional Associative Memory through Expended Databases. - Melissa Johnson; Sylvain Chartier (AGI, 2014)

System Factorial Technology Applied to Artificial Neural Network Information Processing. - Christophe Tremblay; Bradley Harding; Sylvain Chartier; Denis Cousineau 001 (AGI, 2014)

Solving Valid Syllogistic Problems using a Bidirectional Heteroassociative Memory. - Marie-France Hébert; Sylvain Chartier; Christophe Tremblay (CogSci, 2014)

Bidirectional Associative Memory for Short-term Memory Learning. - Christophe Tremblay; Nareg Berberian; Sylvain Chartier (CogSci, 2014)

BAM Learning in High Level of Connection Sparseness. - Christophe Tremblay; Sylvain Chartier (FLAIRS, 2014)

Exploring Information Categories and Artificial Neural Networks Numerical Algorithms in S&P500 Trend Prediction: A Comparative Study. - Salim Lahmiri; Mounir Boukadoum; Sylvain Chartier (Int. J. Strateg. Decis. Sci., 2014)

Learning valid categorical syllogisms using an associative memory. - Sylvain Chartier; Melissa Johnson (IJCNN, 2015)

Saliency model of auditory attention based on frequency, amplitude and spatial location. - Laurence Morissette; Sylvain Chartier (IJCNN, 2015)

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

Model Derived Spike Time Dependent Plasticity. - Melissa Johnson; Sylvain Chartier (ICANN (1), 2017)

Learning Distance-Behavioural Preferences Using a Single Sensor in a Spiking Neural Network. - Matt Ross 001; Nareg Berberian; André Cyr; Frédéric Thériault; Sylvain Chartier (ICANN (1), 2017)

Are recurrent associative memories good models of decision making? Modelling discrimination decisions from different perspectives. - Bradley Harding; Marc-Andre Goulet; Denis Cousineau 001; Sylvain Chartier (IJCNN, 2017)

Synergy between short-term and long-term plasticity explains direction-selectivity in visual cortex. - Nareg Berberian; Matt Ross 001; Sylvain Chartier; Jean-Philippe Thivierge (SSCI, 2017)

A Brain-Inspired Method of Facial Expression Generation Using Chaotic Feature Extracting Bidirectional Associative Memory. - Isar Nejadgholi; Seyyed Ali Seyyedsalehi; Sylvain Chartier (Neural Process. Lett., 2017)

Associative Memory: An Spiking Neural Network Robotic Implementation. - André Cyr; Frédéric Thériault; Matthew Ross 001; Sylvain Chartier (AGI, 2018)

Generating Cognitive Context with Feature-Extracting Bidirectional Associative Memory. - Thadde Rolon-Merette; Damiem Rolon-Merette; Sylvain Chartier (BICA, 2018)

Is There a Purpose to Network Redundancy? - Melissa Johnson; Sylvain Chartier (IJCNN, 2018)

Distinguishing Highly Correlated Patterns using a Context Based Aproach in Bidirectional Associative Memory. - Damiem Rolon-Merette; Thadde Rolon-Merette; Sylvain Chartier (IJCNN, 2018)

Spiking Neurons Integrating Visual Stimuli Orientation and Direction Selectivity in a Robotic Context. - André Cyr; Frédéric Thériault; Matthew Ross 001; Nareg Berberian; Sylvain Chartier (Frontiers Neurorobotics, 2018)

Task Allocation for Heterogeneous Robots Using a Self-Organizing Contextual Map. - Matt Ross 001; Pierre Payeur; Sylvain Chartier (ROSE, 2019)

Discrimination of Motion Direction in a Robot Using a Phenomenological Model of Synaptic Plasticity. - Nareg Berberian; Matt Ross 001; Sylvain Chartier (Comput. Intell. Neurosci., 2019)

Should I Stay or Should I Grow? A Dynamic Self-Governed Growth for Determining Hidden Layer Size in a Multilayer Perceptron. - Matt Ross 001; Nareg Berberian; Sylvain Chartier (IJCNN, 2020)

A Change Detector for Prior Probabilities of Classes. - Paulo M. Goncalves; Roberto S. M. Barros; Sylvain Chartier (SSCI, 2020)

Revisiting the XOR problem: a neurorobotic implementation. - André Cyr; Frédéric Thériault; Sylvain Chartier (Neural Comput. Appl., 2020)

Statistical Tests to Identify Virtual Concept Drifts. - Paulo M. Goncalves; Sylvain Chartier; Roberto Souto Maior de Barros (IJCNN, 2021)

Combining electroencephalography with plethysmography for classification of deviant sexual preferences. - Sara Saint-Pierre Côté; Gabrielle Roy Paquette; Sarah-Michelle Neveu; Sylvain Chartier; David R. Labbé; Patrice Renaud (IWBF, 2021)

Using Bidirectional Associative Memory Neural Networks to Solve the N-bit Task. - Damiem Rolon-Merette; Thadde Rolon-Merette; Sylvain Chartier (FLAIRS, 2023)

Towards binary encoding in Bidirectional Associative Memories. - Thadde Rolon-Merette; Damiem Rolon-Merette; Sylvain Chartier (FLAIRS, 2023)

A multilayered bidirectional associative memory model for learning nonlinear tasks. - Damiem Rolon-Merette; Thadde Rolon-Merette; Sylvain Chartier (Neural Networks, 2023)