| 2024 | CogSci | Generating Distributed Randomness using Artificial Neural Networks. | Kinsey A. Church, Marija Bolic, Sylvain Chartier |
| 2023 | FlAIRS | Using Bidirectional Associative Memory Neural Networks to Solve the N-bit Task. | Damiem Rolon-Merette, Thadd Rolon-Merette, Sylvain Chartier |
| 2023 | FlAIRS | Towards binary encoding in Bidirectional Associative Memories. | Thadd Rolon-Merette, Damiem Rolon-Merette, Sylvain Chartier |
| 2021 | IJCNN | Statistical Tests to Identify Virtual Concept Drifts. | Paulo M. Goncalves, Sylvain Chartier, Roberto Souto Maior de Barros |
| 2020 | IJCNN | Should I Stay or Should I Grow? A Dynamic Self-Governed Growth for Determining Hidden Layer Size in a Multilayer Perceptron. | Matt Ross, Nareg Berberian, Sylvain Chartier |
| 2018 | IJCNN | Is There a Purpose to Network Redundancy? | Melissa Johnson, Sylvain Chartier |
| 2018 | IJCNN | Distinguishing Highly Correlated Patterns using a Context Based Aproach in Bidirectional Associative Memory. | Damiem Rolon-Merette, Thadd Rolon-Merette, Sylvain Chartier |
| 2017 | ICANN | Model Derived Spike Time Dependent Plasticity. | Melissa Johnson, Sylvain Chartier |
| 2017 | ICANN | Learning Distance-Behavioural Preferences Using a Single Sensor in a Spiking Neural Network. | Matt Ross, Nareg Berberian, Andr Cyr, Frdric Thriault, Sylvain Chartier |
| 2017 | IJCNN | Are recurrent associative memories good models of decision making? Modelling discrimination decisions from different perspectives. | Bradley Harding, Marc-Andre Goulet, Denis Cousineau, Sylvain Chartier |
| 2016 | IJCNN | Encoding sparse features in a Bidirectional Associative Memory. | Nareg Berberian, Zoya Aamir, Sbastien Hlie, Sylvain Chartier |
| 2015 | IJCNN | Learning valid categorical syllogisms using an associative memory. | Sylvain Chartier, Melissa Johnson |
| 2015 | IJCNN | Saliency model of auditory attention based on frequency, amplitude and spatial location. | Laurence Morissette, Sylvain Chartier |
| 2014 | CogSci | Solving Valid Syllogistic Problems using a Bidirectional Heteroassociative Memory. | Marie-France Hbert, Sylvain Chartier, Christophe Tremblay |
| 2014 | CogSci | Bidirectional Associative Memory for Short-term Memory Learning. | Christophe Tremblay, Nareg Berberian, Sylvain Chartier |
| 2014 | FlAIRS | BAM Learning in High Level of Connection Sparseness. | Christophe Tremblay, Sylvain Chartier |
| 2013 | AICCSA | Information fusion and S&P500 trend prediction. | Salim Lahmiri, Mounir Boukadoum, Sylvain Chartier |
| 2013 | ESANN | Unsupervised non-linear neural networks capture aspects of floral choice behaviour. | Levente Orbn, Sylvain Chartier |
| 2013 | IJCNN | FEBAMSOM-BAM | Laurence Morissette, Sylvain Chartier |
| 2013 | IJCNN | Spreading activation and sparseness in a bidirectional associative memory. | Christophe Tremblay, M. Dorville, K. Myers Stewart, Sylvain Chartier |
| 2011 | IJCNN | Modeling prosopagnosia using dynamic artificial neural networks. | Robyn Vandermeulen, Laurence Morissette, Sylvain Chartier |
| 2010 | FlAIRS | Performing Complex Associations Using a Feature-Extracting Bidirectional Associative Memory. | Craig Leth-Steensen, Sylvain Chartier, Dominic Langlois, Marie-France Hbert |
| 2010 | IJCNN | Reinforcement learning using associative memory networks. | Ricardo Salmon, Alireza Sadeghian, Sylvain Chartier |
| 2010 | IJCNN | A bidirectional associative memory based on cortical spiking neurons using temporal coding. | Masood Zamani, Alireza Sadeghian, Sylvain Chartier |
| 2009 | IJCNN | Bidirectional Associative Memories, Self-Organizing Maps and k-Winners-Take-All: Uniting feature extraction and topological principles. | Sylvain Chartier, Gyslain Gigure, Dominic Langlois, Rana Sioufi |
| 2008 | ETRA | An online noise filter for eye-tracker data recorded in a virtual environment. | Sylvain Chartier, Patrice Renaud |
| 2008 | IJCNN | 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 |
| 2007 | IJCNN | FEBAM: A Feature-Extracting Bidirectional Associative Memory. | Sylvain Chartier, Gyslain Gigure, Patrice Renaud, Jean-Marc Lina, Robert Proulx |
| 2005 | IJCNN | SCRAM: statistically converging recurrent associative memory. | Sylvain Chartier, Sbastien Hlie, Mounir Boukadoum, Robert Proulx |
| 2002 | ICPR | Learning and Extracting Edges from Images by a Modified Hopfield Neural Network. | Sylvain Chartier, Richard Lepage |
| 1999 | IJCNN | A self-scaling procedure in unsupervised correlational neural networks. | Sylvain Chartier, Robert Proulx |