Sylvain Chartier

Orcid: 0000-0003-1952-2303

According to our database1, Sylvain Chartier authored at least 63 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A multilayered bidirectional associative memory model for learning nonlinear tasks.
Neural Networks, October, 2023

Towards binary encoding in Bidirectional Associative Memories.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

Using Bidirectional Associative Memory Neural Networks to Solve the N-bit Task.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

2021
Combining electroencephalography with plethysmography for classification of deviant sexual preferences.
Proceedings of the 9th IEEE International Workshop on Biometrics and Forensics, 2021

Statistical Tests to Identify Virtual Concept Drifts.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Revisiting the XOR problem: a neurorobotic implementation.
Neural Comput. Appl., 2020

A Change Detector for Prior Probabilities of Classes.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Should I Stay or Should I Grow? A Dynamic Self-Governed Growth for Determining Hidden Layer Size in a Multilayer Perceptron.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
Discrimination of Motion Direction in a Robot Using a Phenomenological Model of Synaptic Plasticity.
Comput. Intell. Neurosci., 2019

Task Allocation for Heterogeneous Robots Using a Self-Organizing Contextual Map.
Proceedings of the 13th IEEE International Symposium on Robotic and Sensors Environments, 2019

2018
Spiking Neurons Integrating Visual Stimuli Orientation and Direction Selectivity in a Robotic Context.
Frontiers Neurorobotics, 2018

Distinguishing Highly Correlated Patterns using a Context Based Aproach in Bidirectional Associative Memory.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Is There a Purpose to Network Redundancy?
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Generating Cognitive Context with Feature-Extracting Bidirectional Associative Memory.
Proceedings of the Postproceedings of the 9th Annual International Conference on Biologically Inspired Cognitive Architectures, 2018

Associative Memory: An Spiking Neural Network Robotic Implementation.
Proceedings of the Artificial General Intelligence - 11th International Conference, 2018

2017
A Brain-Inspired Method of Facial Expression Generation Using Chaotic Feature Extracting Bidirectional Associative Memory.
Neural Process. Lett., 2017

Synergy between short-term and long-term plasticity explains direction-selectivity in visual cortex.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Are recurrent associative memories good models of decision making? Modelling discrimination decisions from different perspectives.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Learning Distance-Behavioural Preferences Using a Single Sensor in a Spiking Neural Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Model Derived Spike Time Dependent Plasticity.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2016
Encoding sparse features in a Bidirectional Associative Memory.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
Saliency model of auditory attention based on frequency, amplitude and spatial location.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Learning valid categorical syllogisms using an associative memory.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Exploring Information Categories and Artificial Neural Networks Numerical Algorithms in S&P500 Trend Prediction: A Comparative Study.
Int. J. Strateg. Decis. Sci., 2014

BAM Learning in High Level of Connection Sparseness.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Bidirectional Associative Memory for Short-term Memory Learning.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Solving Valid Syllogistic Problems using a Bidirectional Heteroassociative Memory.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

System Factorial Technology Applied to Artificial Neural Network Information Processing.
Proceedings of the Artificial General Intelligence - 7th International Conference, 2014

Increasing Accuracy in a Bidirectional Associative Memory through Expended Databases.
Proceedings of the Artificial General Intelligence - 7th International Conference, 2014

2013
A Supervised Classification System of Financial Data Based on Wavelet Packet and Neural Networks.
Int. J. Strateg. Decis. Sci., 2013

Controlling deterministic output variability in a feature extracting chaotic BAM.
Neurocomputing, 2013

Spreading activation and sparseness in a bidirectional associative memory.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

FEBAMSOM-BAM<sup>∗</sup>: Neural network model of human categorization of the N-bits parity problem.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Unsupervised non-linear neural networks capture aspects of floral choice behaviour.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Information fusion and S&P500 trend prediction.
Proceedings of the ACS International Conference on Computer Systems and Applications, 2013

2012
A Chaotic Feature Extracting BAM and Its Application in Implementing Memory Search.
Neural Process. Lett., 2012

Depth of treatment sensitive noise resistant dynamic artificial neural networks model of recall in people with prosopagnosia.
Neural Networks, 2012

Performing complex associations using a generalised bidirectional associative memory.
J. Exp. Theor. Artif. Intell., 2012

2011
Encoding Static and Temporal Patterns with a Bidirectional Heteroassociative Memory.
J. Appl. Math., 2011

Modeling prosopagnosia using dynamic artificial neural networks.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010
Feedback associative memory based on a new hybrid model of generalized regression and self-feedback neural networks.
Neural Networks, 2010

A bidirectional associative memory based on cortical spiking neurons using temporal coding.
Proceedings of the International Joint Conference on Neural Networks, 2010

Reinforcement learning using associative memory networks.
Proceedings of the International Joint Conference on Neural Networks, 2010

Performing Complex Associations Using a Feature-Extracting Bidirectional Associative Memory.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

2009
Cybertherapy, Cyberpsychology, and the Use of Virtual Reality in Mental Health.
Proceedings of the Universal Access Handbook., 2009

BAM Learning of Nonlinearly Separable Tasks by Using an Asymmetrical Output Function and Reinforcement Learning.
IEEE Trans. Neural Networks, 2009

A new bidirectional heteroassociative memory encompassing correlational, competitive and topological properties.
Neural Networks, 2009

Gaze behavior nonlinear dynamics assessed in virtual immersion as a diagnostic index of sexual deviancy: preliminary results.
J. Virtual Real. Broadcast., 2009

Bidirectional Associative Memories, Self-Organizing Maps and k-Winners-Take-All: Uniting feature extraction and topological principles.
Proceedings of the International Joint Conference on Neural Networks, 2009

2008
Auto-associative memory based on a new hybrid model of SFNN and GRNN: Performance comparison with NDRAM, ART2 and MLP.
Proceedings of the International Joint Conference on Neural Networks, 2008

An online noise filter for eye-tracker data recorded in a virtual environment.
Proceedings of the Eye Tracking Research & Application Symposium, 2008

2007
Presence as Determined by Fractal Perceptual-Motor Dynamics.
Cyberpsychology Behav. Soc. Netw., 2007

FEBAM: A Feature-Extracting Bidirectional Associative Memory.
Proceedings of the International Joint Conference on Neural Networks, 2007

2006
A bidirectional heteroassociative memory for binary and grey-level patterns.
IEEE Trans. Neural Networks, 2006

A sequential dynamic heteroassociative memory for multistep pattern recognition and one-to-many association.
IEEE Trans. Neural Networks, 2006

Are unsupervised neural networks ignorant? Sizing the effect of environmental distributions on unsupervised learning.
Cogn. Syst. Res., 2006

Mesures et rétroactions psychophysiologiques en immersion virtuelle: le cas des réponses oculomotrices et sexuelles.
Proceedings of the 18th International Conference of the Association Francophone d'Interaction Homme-Machine, 2006

2005
NDRAM: nonlinear dynamic recurrent associative memory for learning bipolar and nonbipolar correlated patterns.
IEEE Trans. Neural Networks, 2005

Scene Perception, Gaze Behavior, and Perceptual Learning in Virtual Environments.
Cyberpsychology Behav. Soc. Netw., 2005

2004
Applying Fuzzy Logic to Neural Modeling.
Proceedings of the International Conference on Cognitive Modelling, 2004

A Connexionist Model of the Attentional Blink Effect During a Rapid Serial Visual Presentation Task.
Proceedings of the International Conference on Cognitive Modelling, 2004

2002
Learning and Extracting Edges from Images by a Modified Hopfield Neural Network.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

1999
A self-scaling procedure in unsupervised correlational neural networks.
Proceedings of the International Joint Conference Neural Networks, 1999


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