Search Results for author: Hubert Banville

Found 6 papers, 4 papers with code

Brain decoding: toward real-time reconstruction of visual perception

no code implementations18 Oct 2023 Yohann Benchetrit, Hubert Banville, Jean-Rémi King

In the past five years, the use of generative and foundational AI systems has greatly improved the decoding of brain activity.

Brain Decoding Image Retrieval

Robust learning from corrupted EEG with dynamic spatial filtering

1 code implementation27 May 2021 Hubert Banville, Sean U. N. Wood, Chris Aimone, Denis-Alexander Engemann, Alexandre Gramfort

Building machine learning models using EEG recorded outside of the laboratory setting requires methods robust to noisy data and randomly missing channels.

BIG-bench Machine Learning EEG +1

Deep learning-based electroencephalography analysis: a systematic review

3 code implementations16 Jan 2019 Yannick Roy, Hubert Banville, Isabela Albuquerque, Alexandre Gramfort, Tiago H. Falk, Jocelyn Faubert

To help the field progress, we provide a list of recommendations for future studies and we make our summary table of DL and EEG papers available and invite the community to contribute.

Brain Decoding EEG +3

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