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Department of Psychology

Researcher in neuroinformatics on the BRIGHT Project. PhD in Computer Science from the University of Nottingham. Expertise in machine learning, data analysis, fNIRS, and EEG.

Publications

Key publications: 

Benchmarking framework for machine learning classification from fNIRS data

Johann Benerradi, Jeremie Clos, Aleksandra Landowska, Michel F Valstar and Max L Wilson
Frontiers in Neuroergonomics, 2023 (urlpaperpostercode)

Understanding the ethical concerns for neurotechnology in the future of work

Wendy Martinez, Johann Benerradi, Serena Midha, Horia A Maior and Max L Wilson
CHIWORK, 2022 (urlpaper)

Rank-1 CNN for mental workload classification from EEG

Sara Sedlar, Johann Benerradi, Côme Le Breton, Rachid Deriche, Théodore Papadopoulo and Max L Wilson
NEC, 2021 (urlabstractposter)

Exploring machine learning approaches for classifying mental workload using fNIRS data from HCI tasks

Johann Benerradi, Horia A Maior, Adrian Marinescu, Jeremie Clos and Max L Wilson
Halfway to the Future, 2019 (urlpaperpostercode)

Research Associate

Contact Details

Collaborator profiles: 
Classifications: 
Specialities: 
Person keywords: 
Neuroinformatics
Neuroengineering
Machine learning
fNIRS
EEG
Not available for consultancy