Search Results for author:
Found 5 papers, 3 papers with code
Building Brain Invaders: EEG data of an experimental validation
We describe the experimental procedures for a dataset that we have made publicly available at https://doi. org/10. 5281/zenodo. 2649006 in mat and csv formats.
Human-Computer Interaction Neurons and Cognition
Approximate Joint Diagonalization and Geometric Mean of Symmetric Positive Definite Matrices
In this paper we consider geometric means of co-variance matrices estimated on high-dimensional time-series, assuming that the data is generated according to an instantaneous mixing model, which is very common in signal processing.
A Plug&Play P300 BCI Using Information Geometry
This paper presents a new classification methods for Event Related Potentials (ERP) based on an Information geometry framework.
Mixed-norm Regularization for Brain Decoding
This framework is extended to the multi-task learning situation where several similar classification tasks related to different subjects are learned simultaneously.
A New Generation of Brain-Computer Interface Based on Riemannian Geometry
Based on the cumulated experience over the past 25 years in the field of Brain-Computer Interface (BCI) we can now envision a new generation of BCI.
Human-Computer Interaction Differential Geometry
