Search Results for author: Jocelyn Faubert

Found 5 papers, 2 papers with code

Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning

2 code implementations19 Sep 2023 Mohammad-Javad Darvishi-Bayazi, Mohammad Sajjad Ghaemi, Timothee Lesort, Md Rifat Arefin, Jocelyn Faubert, Irina Rish

We see improvement in the performance of the target model on the target (NMT) datasets by using the knowledge from the source dataset (TUAB) when a low amount of labelled data was available.

EEG NMT +1

Distortion in ophthalmic optics: A review of the principal concepts and models

no code implementations17 Jan 2023 Jean-Marie Hanssens, Bernard Bourdoncle, Jacques Gresset, Jocelyn Faubert, Pierre Simonet

Although all members of the ophthalmic community agree that distortion is an aberration affecting the geometry of an image produced by the periphery of an ophthalmic lens, there are several approaches for analyzing and quantifying this aberration.

Significant changes in EEG neural oscillations during different phases of three-dimensional multiple object tracking task (3D-MOT) imply different roles for attention and working memory

no code implementations29 Jul 2022 Yannick Roy, Jocelyn Faubert

Our ability to track multiple objects in a dynamic environment enables us to perform everyday tasks such as driving, playing team sports, and walking in a crowded mall.

EEG Multiple Object Tracking

Is the Contralateral Delay Activity (CDA) a robust neural correlate for Visual Working Memory (VWM) tasks? A reproducibility study

no code implementations18 Apr 2022 Yannick Roy, Jocelyn Faubert

To investigate if the CDA is a robust neural correlate for VWM tasks, we reproduced eight CDA-related studies with a publicly accessible EEG dataset.

EEG

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 +2

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