Laurent Bougrain

According to our database, Laurent Bougrain authored at least 33 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Prediction of Motor-Imagery-BCI performance using Median Nerve Stimulation.

Sébastien Rimbert, Valérie Marissens Cueva, Laurent Bougrain, Fabien Lotte

Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024

2023

Multisensory neurofeedback design for KMI embodiment.

Gabriela Herrera Altamira, Nathalie Skiba, Anatole Lécuyer, Laurent Bougrain, Stéphanie Fleck

Proceedings of the 2023 ACM International Conference on Interactive Media Experiences Workshops, 2023

EEG Modulations Induced by a Visual and Vibrotactile Stimulation.

Gabriela Herrera Altamira, Stéphanie Fleck, Anatole Lécuyer, Laurent Bougrain

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

2021

Optimizing Motor Intention Detection With Deep Learning: Towards Management of Intraoperative Awareness.

Oleksii Avilov, Sébastien Rimbert, Anton Popov, Laurent Bougrain

IEEE Trans. Biomed. Eng., 2021

Guidelines to use Transfer Learning for Motor Imagery Detection: an experimental study.

Laurent Bougrain, Sébastien Rimbert, Pedro L. C. Rodrigues, Geoffrey Canron, Fabien Lotte

Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

2020

Learning How to Generate Kinesthetic Motor Imagery Using a BCI-based Learning Environment: a Comparative Study Based on Guided or Trial-and-Error Approaches.

Sébastien Rimbert, Laurent Bougrain, Stéphanie Fleck

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Deep Learning Techniques to Improve Intraoperative Awareness Detection from Electroencephalographic Signals.

Oleksii Avilov, Sébastien Rimbert, Anton Popov, Laurent Bougrain

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Wavelet-Based Semblance Methods to Enhance the Single-Trial Detection of Event-Related Potentials for a BCI Spelling System.

Carolina Saavedra, Rodrigo Salas, Laurent Bougrain

Comput. Intell. Neurosci., 2019

Innovative Brain-Computer Interface based on motor cortex activity to detect accidental awareness during general anesthesia.

Sébastien Rimbert, Philippe Guerci, Nathalie Gayraud, Claude Meistelman, Laurent Bougrain

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

On Source Space Resolution in EEG Brain Imaging for Motor Imagery.

Radu Ranta, Steven Le Cam, Gundars Bergmanis-Korats, Sébastien Rimbert, Laurent Bougrain

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Can suggestive hypnosis be used to improve the BCI performance ?

Sébastien Rimbert, Oleksii Avilov, Perrine Adam, Laurent Bougrain

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

2017

Modulation of beta power in EEG during discrete and continuous motor imageries.

Sébastien Rimbert, Cecilia Lindig-León, Mariia Fedotenkova, Laurent Bougrain

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Profiling BCI users based on contralateral activity to improve kinesthetic motor imagery detection.

Sébastien Rimbert, Cecilia Lindig-León, Laurent Bougrain

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Discretes motor Imageries can be used to Allow Faster Detection.

Sébastien Rimbert, Oleksii Avilov, Laurent Bougrain

Proceedings of the From Vision to Reality, 2017

2015

A Multi-label Classification Method for Detection of Combined Motor Imageries.

Cecilia Lindig-León, Laurent Bougrain

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Alpha rebound improves on-line detection of the end of motor imageries.

Cecilia Lindig-León, Laurent Bougrain, Sébastien Rimbert

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Comparison of sensorimotor rhythms in EEG signals during simple and combined motor imageries over the contra and ipsilateral hemispheres.

Cecilia Lindig-León, Laurent Bougrain

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013

Wavelet-based Semblance for P300 Single-trial Detection.

Carolina Saavedra, Laurent Bougrain

Proceedings of the BIOSIGNALS 2013, 2013

2012

From the decoding of cortical activities to the control of a JACO robotic arm: a whole processing chain

Laurent Bougrain, Olivier Rochel, Octave Boussaton, Lionel Havet

CoRR, 2012

Using neuronal states for transcribing cortical activity into muscular effort.

Octave Boussaton, Laurent Bougrain

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2009

Combining Supervised and Unsupervised Learning for GIS Classification

Juan-Manuel Torres-Moreno, Laurent Bougrain, Frédéric Alexandre

CoRR, 2009

Decoding finger flexion using amplitude modulation from band-specific ECoG.

Nanying Liang, Laurent Bougrain

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2007

Spatio-temporal biologically inspired models for clean and noisy speech recognition.

Zouhour Neji Ben Salem, Laurent Bougrain, Frédéric Alexandre

Neurocomputing, 2007

Toward a robust 2D spatio-temporal self-organization.

Thomas Girod, Laurent Bougrain, Frédéric Alexandre

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006

Supervised neuronal approaches for EEG signal classification: Experimental studies.

Frédéric Alexandre, Nizar Kerkeni, Khaled Ben Khalifa, Mohamed Bedoui Hedi, Laurent Bougrain, Mohamed Dogui

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Comparison Between Two Spatio-Temporal Organization Maps for Speech Recognition.

Zouhour Neji Ben Salem, Laurent Bougrain, Frédéric Alexandre

Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006

2005

Neuronal Spectral Analysis of EEG and Expert Knowledge Integration for Automatic Classification of Sleep Stages

Nizar Kerkeni, Frédéric Alexandre, Mohamed Bedoui Hedi, Laurent Bougrain, Mohamed Dogui

CoRR, 2005

Self-organizing Map Initialization.

Mohammed Attik, Laurent Bougrain, Frédéric Alexandre

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

Neural Network Topology Optimization.

Mohammed Attik, Laurent Bougrain, Frédéric Alexandre

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004

Optimal Brain Surgeon Variants for Optimization.

Mohammed Attik, Laurent Bougrain, Frédéric Alexandre

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2000

Etude de la construction par réseaux neuromimétiques de représentations interprétables : Application à la prédiction dans le domaine des télécommunications. (Artificial neural networks arrangements leading to knowledge extraction / Artificial neural networks arrangements leading to knowledge extraction : Application to forecasting for telecommunication).

Laurent Bougrain

PhD thesis, 2000

1999

Unsupervised connectionist algorithms for clustering an environmental data set: A comparison.

Laurent Bougrain, Frédéric Alexandre

Neurocomputing, 1999

Unsupervised connectionist clustering algorithms for a better supervised prediction: application to a radio communication problem.

Laurent Bougrain, Frédéric Alexandre

Proceedings of the International Joint Conference Neural Networks, 1999