Sylvain Chartier

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 21

Top Topics

Multilayer Perceptron

Prior Probabilities

Top Venues

Publications

Thadde Rolon-Merette, Damiem Rolon-Merette, Sylvain Chartier
Towards binary encoding in Bidirectional Associative Memories. FLAIRS (2023)
Damiem Rolon-Merette, Thadde Rolon-Merette, Sylvain Chartier
Using Bidirectional Associative Memory Neural Networks to Solve the N-bit Task. FLAIRS (2023)
Damiem Rolon-Merette, Thadde Rolon-Merette, Sylvain Chartier
A multilayered bidirectional associative memory model for learning nonlinear tasks. Neural Networks 167 (2023)
Paulo M. Goncalves, Sylvain Chartier, Roberto Souto Maior de Barros
Statistical Tests to Identify Virtual Concept Drifts. IJCNN (2021)
Sara Saint-Pierre Côté, Gabrielle Roy Paquette, Sarah-Michelle Neveu, Sylvain Chartier, David R. Labbé, Patrice Renaud
Combining electroencephalography with plethysmography for classification of deviant sexual preferences. IWBF (2021)
André Cyr, Frédéric Thériault, Sylvain Chartier
Revisiting the XOR problem: a neurorobotic implementation. Neural Comput. Appl. 32 (14) (2020)
Paulo M. Goncalves, Roberto S. M. Barros, Sylvain Chartier
A Change Detector for Prior Probabilities of Classes. SSCI (2020)
Matt Ross, Nareg Berberian, Sylvain Chartier
Should I Stay or Should I Grow? A Dynamic Self-Governed Growth for Determining Hidden Layer Size in a Multilayer Perceptron. IJCNN (2020)
Nareg Berberian, Matt Ross, Sylvain Chartier
Discrimination of Motion Direction in a Robot Using a Phenomenological Model of Synaptic Plasticity. Comput. Intell. Neurosci. 2019 (2019)
Matt Ross, Pierre Payeur, Sylvain Chartier
Task Allocation for Heterogeneous Robots Using a Self-Organizing Contextual Map. ROSE (2019)
André Cyr, Frédéric Thériault, Matthew Ross, Nareg Berberian, Sylvain Chartier
Spiking Neurons Integrating Visual Stimuli Orientation and Direction Selectivity in a Robotic Context. Frontiers Neurorobotics 12 (2018)
Damiem Rolon-Merette, Thadde Rolon-Merette, Sylvain Chartier
Distinguishing Highly Correlated Patterns using a Context Based Aproach in Bidirectional Associative Memory. IJCNN (2018)
André Cyr, Frédéric Thériault, Matthew Ross, Sylvain Chartier
Associative Memory: An Spiking Neural Network Robotic Implementation. AGI (2018)
Thadde Rolon-Merette, Damiem Rolon-Merette, Sylvain Chartier
Generating Cognitive Context with Feature-Extracting Bidirectional Associative Memory. BICA (2018)
Melissa Johnson, Sylvain Chartier
Is There a Purpose to Network Redundancy? IJCNN (2018)
Nareg Berberian, Matt Ross, Sylvain Chartier, Jean-Philippe Thivierge
Synergy between short-term and long-term plasticity explains direction-selectivity in visual cortex. SSCI (2017)
Matt Ross, Nareg Berberian, André Cyr, Frédéric Thériault, Sylvain Chartier
Learning Distance-Behavioural Preferences Using a Single Sensor in a Spiking Neural Network. ICANN (1) (2017)
Isar Nejadgholi, Seyyed Ali Seyyedsalehi, Sylvain Chartier
A Brain-Inspired Method of Facial Expression Generation Using Chaotic Feature Extracting Bidirectional Associative Memory. Neural Process. Lett. 46 (3) (2017)
Bradley Harding, Marc-Andre Goulet, Denis Cousineau, Sylvain Chartier
Are recurrent associative memories good models of decision making? Modelling discrimination decisions from different perspectives. IJCNN (2017)
Melissa Johnson, Sylvain Chartier
Model Derived Spike Time Dependent Plasticity. ICANN (1) (2017)
Nareg Berberian, Zoya Aamir, Sébastien Hélie, Sylvain Chartier
Encoding sparse features in a Bidirectional Associative Memory. IJCNN (2016)
Laurence Morissette, Sylvain Chartier
Saliency model of auditory attention based on frequency, amplitude and spatial location. IJCNN (2015)
Sylvain Chartier, Melissa Johnson
Learning valid categorical syllogisms using an associative memory. IJCNN (2015)
Christophe Tremblay, Bradley Harding, Sylvain Chartier, Denis Cousineau
System Factorial Technology Applied to Artificial Neural Network Information Processing. AGI (2014)
Salim Lahmiri, Mounir Boukadoum, Sylvain Chartier
Exploring Information Categories and Artificial Neural Networks Numerical Algorithms in S&P500 Trend Prediction: A Comparative Study. Int. J. Strateg. Decis. Sci. 5 (1) (2014)
Christophe Tremblay, Nareg Berberian, Sylvain Chartier
Bidirectional Associative Memory for Short-term Memory Learning. CogSci (2014)
Marie-France Hébert, Sylvain Chartier, Christophe Tremblay
Solving Valid Syllogistic Problems using a Bidirectional Heteroassociative Memory. CogSci (2014)
Melissa Johnson, Sylvain Chartier
Increasing Accuracy in a Bidirectional Associative Memory through Expended Databases. AGI (2014)
Christophe Tremblay, Sylvain Chartier
BAM Learning in High Level of Connection Sparseness. FLAIRS Conference (2014)
Levente Orbán, Sylvain Chartier
Unsupervised non-linear neural networks capture aspects of floral choice behaviour. ESANN (2013)
Salim Lahmiri, Mounir Boukadoum, Sylvain Chartier
Information fusion and S&P500 trend prediction. AICCSA (2013)
Salim Lahmiri, Mounir Boukadoum, Sylvain Chartier
A Supervised Classification System of Financial Data Based on Wavelet Packet and Neural Networks. Int. J. Strateg. Decis. Sci. 4 (4) (2013)
Isar Nejadgholi, Sylvain Chartier, Seyyed Ali Seyyedsalehi
Controlling deterministic output variability in a feature extracting chaotic BAM. Neurocomputing 120 (2013)
Laurence Morissette, Sylvain Chartier
: Neural network model of human categorization of the N-bits parity problem. IJCNN (2013)
Christophe Tremblay, M. Dorville, K. Myers Stewart, Sylvain Chartier
Spreading activation and sparseness in a bidirectional associative memory. IJCNN (2013)
Laurence Morissette, Sylvain Chartier, Robyn Vandermeulen, Nicholas Watier
Depth of treatment sensitive noise resistant dynamic artificial neural networks model of recall in people with prosopagnosia. Neural Networks 32 (2012)
Isar Nejadgholi, Seyyed Ali Seyyedsalehi, Sylvain Chartier
A Chaotic Feature Extracting BAM and Its Application in Implementing Memory Search. Neural Process. Lett. 36 (1) (2012)
Sylvain Chartier, Craig Leth-Steensen, Marie-France Hébert
Performing complex associations using a generalised bidirectional associative memory. J. Exp. Theor. Artif. Intell. 24 (1) (2012)
Sylvain Chartier, Mounir Boukadoum
Encoding Static and Temporal Patterns with a Bidirectional Heteroassociative Memory. J. Appl. Math. 2011 (2011)
Robyn Vandermeulen, Laurence Morissette, Sylvain Chartier
Modeling prosopagnosia using dynamic artificial neural networks. IJCNN (2011)
Ricardo Salmon, Alireza Sadeghian, Sylvain Chartier
Reinforcement learning using associative memory networks. IJCNN (2010)
Mahmood Amiri, Hamed Davande, Alireza Sadeghian, Sylvain Chartier
Feedback associative memory based on a new hybrid model of generalized regression and self-feedback neural networks. Neural Networks 23 (7) (2010)
Masood Zamani, Alireza Sadeghian, Sylvain Chartier
A bidirectional associative memory based on cortical spiking neurons using temporal coding. IJCNN (2010)
Craig Leth-Steensen, Sylvain Chartier, Dominic Langlois, Marie-France Hébert
Performing Complex Associations Using a Feature-Extracting Bidirectional Associative Memory. FLAIRS Conference (2010)
Sylvain Chartier, Gyslain Giguère, Dominic Langlois, Rana Sioufi
Bidirectional Associative Memories, Self-Organizing Maps and k-Winners-Take-All: Uniting feature extraction and topological principles. IJCNN (2009)
Sylvain Chartier, Mounir Boukadoum, Mahmood Amiri
BAM Learning of Nonlinearly Separable Tasks by Using an Asymmetrical Output Function and Reinforcement Learning. IEEE Trans. Neural Networks 20 (8) (2009)
Patrice Renaud, Sylvain Chartier, Joanne L. Rouleau, Jean Proulx, Dominique Trottier, John P. Bradford, Paul Fedoroff, Stéphane Bouchard, Jean Décarie
Gaze behavior nonlinear dynamics assessed in virtual immersion as a diagnostic index of sexual deviancy: preliminary results. J. Virtual Real. Broadcast. 6 (2009)
Sylvain Chartier, Gyslain Giguère, Dominic Langlois
A new bidirectional heteroassociative memory encompassing correlational, competitive and topological properties. Neural Networks 22 (5-6) (2009)
Hamed Davande, Mahmood Amiri, Alireza Sadeghian, Sylvain Chartier
Auto-associative memory based on a new hybrid model of SFNN and GRNN: Performance comparison with NDRAM, ART2 and MLP. IJCNN (2008)
Sylvain Chartier, Patrice Renaud
An online noise filter for eye-tracker data recorded in a virtual environment. ETRA (2008)
Sylvain Chartier, Gyslain Giguère, Patrice Renaud, Jean-Marc Lina, Robert Proulx
FEBAM: A Feature-Extracting Bidirectional Associative Memory. IJCNN (2007)
Patrice Renaud, Sylvain Chartier, Guillaume Albert, Jean Décarie, Louis-Georges Cournoyer, Stéphane Bouchard
Presence as Determined by Fractal Perceptual-Motor Dynamics. Cyberpsychology Behav. Soc. Netw. 10 (1) (2007)
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)
Patrice Renaud, Guillaume Albert, Sylvain Chartier, Marie-Pierre Bonin, Pascale DeCourville-Nicol, Stéphane Bouchard, Jean Proulx
Mesures et rétroactions psychophysiologiques en immersion virtuelle: le cas des réponses oculomotrices et sexuelles. IHM (2006)
Sylvain Chartier, Mounir Boukadoum
A sequential dynamic heteroassociative memory for multistep pattern recognition and one-to-many association. IEEE Trans. Neural Networks 17 (1) (2006)
Sylvain Chartier, Mounir Boukadoum
A bidirectional heteroassociative memory for binary and grey-level patterns. IEEE Trans. Neural Networks 17 (2) (2006)
Guillaume Albert, Patrice Renaud, Sylvain Chartier, Lise Renaud, Louise Sauvé, Stéphane Bouchard
Scene Perception, Gaze Behavior, and Perceptual Learning in Virtual Environments. Cyberpsychology Behav. Soc. Netw. 8 (6) (2005)
Sylvain Chartier, Robert Proulx
NDRAM: nonlinear dynamic recurrent associative memory for learning bipolar and nonbipolar correlated patterns. IEEE Trans. Neural Networks 16 (6) (2005)
Sylvain Chartier, Denis Cousineau, Dominic Charbonneau
A Connexionist Model of the Attentional Blink Effect During a Rapid Serial Visual Presentation Task. ICCM (2004)
Sébastien Hélie, Sylvain Chartier, Robert Proulx
Applying Fuzzy Logic to Neural Modeling. ICCM (2004)
Sylvain Chartier, Richard Lepage
Learning and Extracting Edges from Images by a Modified Hopfield Neural Network. ICPR (3) (2002)
Sylvain Chartier, Robert Proulx
A self-scaling procedure in unsupervised correlational neural networks. IJCNN (1999)