5 citations · 13 across the 4 of their papers we have counts for
4 papers
From the decoding of cortical activities to the control of a JACO robotic arm: a whole processing chain
Laurent Bougrain, Olivier Rochel, Octave Boussaton +1
This paper presents a complete processing chain for decoding intracranial data recorded in the cortex of a monkey and replicates the associated movements on a JACO robotic arm by K…
Decoding Finger Flexion using amplitude modulation from band-specific ECoG
Nanying Liang, Laurent Bougrain
EEG-BCIs have been well studied in the past decades and implemented into several famous applications, like P300 speller and wheelchair controller. However, these interfaces are ind…
Combining Supervised and Unsupervised Learning for GIS Classification
Juan-Manuel Torres-Moreno, Laurent Bougrain, Frdéric Alexandre
This paper presents a new hybrid learning algorithm for unsupervised classification tasks. We combined Fuzzy c-means learning algorithm and a supervised version of Minimerror to de…
Neuronal Spectral Analysis of EEG and Expert Knowledge Integration for Automatic Classification of Sleep Stages
Nizar Kerkeni, Frederic Alexandre, Mohamed Hedi Bedoui +2
Being able to analyze and interpret signal coming from electroencephalogram (EEG) recording can be of high interest for many applications including medical diagnosis and Brain-Comp…