Invasive cognitive brain computer interfaces to enhance and restore attention: proof of concept and underlying cortical mechanisms.

Project Information

Brain3.0

Grant agreement ID: 681978

DOI 10.3030/681978

Project closed

EC signature date 24 August 2016

Start date 1 October 2016

End date 30 September 2023

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost € 1 997 748,00

EU contribution € 1 997 748,00

Coordinated by

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

Publications

Other (24)

The structure of neuronal information multiplexing in the frontal eye field accounts for both neuronal and behavioral variability.

Author(s): Julian Amengual, Fabio Di Bello, Sameh Ben Hadj Hassen, Suliann Ben Hamed
Published in: Poster FENS 2022, 2022
Publisher: FENS

Decoding multiplexed attention, temporal expectation and response preparation information from the prefrontal cortex.

Author(s): Gaillard, C., Di Bello, F., Loriette, C., Astrand, C., Ben Hamed, S.
Published in: Poster NeuroFrance 2017, 2017
Publisher: NeuroFrance 2017

Non-invasive real-time access to spatial attention information from 3T fMRI BOLD signals.

Author(s): Loriette, C., Gaillard, C., Ben Hamed, S.
Published in: Poster NeuroFrance 2017, 2017
Publisher: NeuroFrance 2017

Low frequency fluctuations of brain activity during prolonged cognitive performance: Towards a proactive model of ressource control of attention.

Author(s): S. Dali, C.Loriette, C.Ziane, S.Clavagner, S.Ben Hamed, J.Amengual
Published in: Poster FENS 2022, 2022
Publisher: FENS

Mesoscopic prefrontal neural correlates of attentional lapses

Author(s): De Sousa C., Gaillard C., Ben Hamed S.
Published in: Poster NeuroFrance 2021, 2021
Publisher: NeuroFrance 2021

Decoding multiplexed attention, temporal expectation and response preparation information from the prefrontal cortex.

Author(s): Ben Hamed S., Di Bello F., Ben Hadj Hassen S., Gaillard C.
Published in: Poster FENS 2018, 2018
Publisher: FENS

fMRI attention-based neurofeedback correlates with specific changes in attentional behavioural performance and attentional brain functions.

Author(s): C. Loriette, S. Dali, C. de Sousa Ferreira, D. Ibarrola, F. Lamberton, S. Ben Hamed
Published in: Poster FENS 2022, 2022
Publisher: FENS

Non-invasive real-time access to spatial attention information from EEG signals

Author(s): Loriette , Cornet , Galas , Dugué , Ben Hamed S.
Published in: Poster NeuroFrance 2021, 2021
Publisher: NeuroFrance 2021

Prefrontal alpha-theta phase amplitude coupling strength modulates attentional performances

Author(s): Gaillard, C., Ben Hamed, S.
Published in: Poster NeuroFrance 2021, 2021
Publisher: NeuroFrance 2021

Attentional brain rhythms during prolonged cognitive activity

Author(s): C. Gaillard, C. De Sousa, J. Amengual, C. Loriette, C. Ziane, S. Ben Hadj Hassen, F. Di Bello, S. Ben Hamed
Published in: BioRxiv, 2021
Publisher: web-based
DOI: 10.1101/2021.05.26.445730

Real-time decoding of covert attentional spotlight from monkey prefrontal cortex.

Author(s): Gaillard, C., Di Bello, F., Loriette, C., Astrand, C., Ben Hamed, S.
Published in: Poster FENS 2018, 2018
Publisher: FENS

Accessing attention information in the Frontal Eye Field is driven by neural states associated with levels of distractability and impulsivity

Author(s): Amengual, JL., Di Bello, F., Gaillard, C. and Ben Hamed, S.
Published in: Poster NeuroFrance 2021, 2021
Publisher: NeuroFrance 2021

The cost of multiplexing: PFC integrates multiple sources of information in non-orthogonal components accounting for behavioral variability

Author(s): J Amengual, F Di Bello, S Ben Hadj Hassen, E Astrand, S Ben Hamed
Published in: BioRxiv, 2022
Publisher: web-based
DOI: 10.1101/2022.12.28.522139

Decoding multiplexed attention, temporal expectation and response preparation information from the prefrontal cortex.

Author(s): Gaillard, C., Di Bello, F., Loriette, C., Astrand, C., Ben Hamed, S.
Published in: Talk NeuroFrance 2019, Issue 13, 2019
Publisher: NATURE

Covert spatial attention-based neurofeedback changes the neuronal population code of the frontal eye fields in an oscillatory manner: A non-human primate study.

Author(s): Afdideh F., Amengual, J, Gaillard, C, Astrand, E, Ben Hamed S
Published in: Poster FENS 2022, 2022
Publisher: FENS

Non‐invasive real‐time access to spatial attention information from 3T fMRI BOLD signals

Author(s): Celia Loriette, Carine De Sousa Ferreira, Simon Clavagnier, Franck Lamberton, Danielle Ibarrola, Suliann Ben Hamed.
Published in: BioRxiv, 2021
Publisher: web-based
DOI: 10.1101/2021.11.24.469873

Non-invasive real-time access to spatial attention information from 3T fMRI BOLD signals: proof of concept and what does it tell us about attentional mechanisms?

Author(s): Loriette C., De Sousa Ferreira C., Clavagnier S., Ben Hamed S.
Published in: Talk NeuroFrance 2019, 2019
Publisher: NeuroFrance

Very slow (minutes) attentional rhythms in the prefrontal cortex.

Author(s): De Sousa Ferreira C., Gaillard C., Ben Hadj Hassen S., Di Bello F., Ben Hamed S.
Published in: Talk NeuroFrance 2019, 2019
Publisher: GDR BioSimia

Functional information multiplexing in prefrontal neuronal ensembles and behavioral correlates.

Author(s): Amengual, J, Di Bello, F, Astrand, E., Ben Hamed, S.
Published in: Poster FENS 2020, 2020
Publisher: FENS

Learning an attention-based neurofeedback impacts function and behaviour within theta band

Author(s): Afdideh F., Amengual, J., Gaillard, C., Astrand, E., Ben Hamed S.
Published in: Poster NeuroFrance 2021, 2021
Publisher: NeuroFrance 2021

Distinct neural states encode task identity in frontal eye field and interact with its core spatial properties.

Author(s): Axel Mouille, Corentin Gaillard, Elaine Astrand, Claire Wardak, Suliann Ben Hamed, Julian Luis R Amengual
Published in: BioRxiv, 2023
Publisher: web-based
DOI: 10.1101/2023.09.05.556340

fMRI neurofeedback training on spatial visual attention induces changes in intrinsic functional networks and attentional behavioural performance.

Author(s): S. Dali, C. Loriette, C. de Sousa Ferreira, D. Ibarrola, F. Lamberton, S. Ben Hamed
Published in: Poster NeuroFrance 2023, 2023
Publisher: NeuroFrance

Real-time decoding of covert attentional spotlight from monkey prefrontal local field potentials.

Author(s): De Sousa Ferreira C., Gaillard C., Loriette C., Ben Hadj Hassen S., Di Bello F., Ben Hamed S.
Published in: Poster FENS 2018, 2018
Publisher: FENS

Non-invasive real-time access to spatial attention information from 3T fMRI BOLD signals: proof of concept and how this informs about spatial attentional mechanisms?

Author(s): Loriette C., De Sousa Ferreira C., Clavagnier S., Ben Hamed S.
Published in: Poster FENS 2020, 2020
Publisher: FENS

Peer reviewed articles (7)

Beyond the brain-computer interface: Decoding brain activity as a tool to understand neuronal mechanisms subtending cognition and behavior.

Author(s): C Loriette, J Amengual, S Ben Hamed.
Published in: Frontiers in Neuroscience, Issue 16, 2022, ISSN 1662-453X
Publisher: Frontiers
DOI: 10.3389/fnins.2022.811736

Behavioral validation of novel high resolution attention decoding method from multi-units & local field potentials

Author(s): Carine De Sousa, C. Gaillard, F. Di Bello, S. Ben Hadj Hassen, S. Ben Hamed
Published in: NeuroImage, Issue 231, 2021, Page(s) 117853, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2021.117853

Prefrontal attentional saccades explore space rhythmically

Author(s): Corentin Gaillard, Sameh Ben Hadj Hassen, Fabio Di Bello, Yann Bihan-Poudec, Rufin VanRullen, Suliann Ben Hamed
Published in: Nature Communications, Issue 11/1, 2020, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-020-14649-7

Revisiting Persistent Neuronal Activity During Covert Spatial Attention.

Author(s): Julian L. Amengual; Suliann Ben Hamed
Published in: Frontiers in Neural Circuits, Issue 2, 2021, ISSN 1662-5110
Publisher: Frontiers Research Foundation
DOI: 10.3389/fncir.2021.679796

Distractibility and impulsivity neural states are distinct from selective attention and modulate the implementation of spatial attention.

Author(s): JL Amengual, F Di Bello, S Ben Hadj Hassen, S Ben Hamed
Published in: Nature Communications, Issue 13, 2022, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-022-32385-y

The neural bases of spatial attention and perceptual rhythms

Author(s): Corentin Gaillard, Suliann Ben Hamed
Published in: European Journal of Neuroscience, 2020, ISSN 0953-816X
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/ejn.15044

Neurofeedback for cognitive enhancement and intervention and brain plasticity

Author(s): Loriette, C., Ziane, C., Ben Hamed, S.
Published in: Revue Neurologique, Issue 177, 2021, ISSN 0035-3787
Publisher: Elsevier Masson
DOI: 10.1016/j.neurol.2021.08.004

Thesis and dissertations (3)

Prefrontal markers of spatial attention

Author(s): Carine de Sousa
Published in: NO, 2021
Publisher: University of Lyon 1

Rhythms of prefrontal cognitive functions

Author(s): Corentin Gaillard
Published in: HAL THESES, 2020
Publisher: Univserity of Lyon 1

Non-invasive cognitive brain machine interfaces and neurofeedback to enhance the attentional function

Author(s): Celia Loriette
Published in: HAL THESES, 2022
Publisher: University of Lyon 1

Book chapters (2)

Real-Time Access to Attention and Attention-Based Brain-Machine Interfaces

Author(s): C Gaillard, CD Sousa, J Amengual, S Ben Hamed.
Published in: Biosystems & Biorobotics, Issue 28, 2020, ISBN 9783030703158
Publisher: Springer Nature
DOI: 10.1007/978-3-030-70316-5_87

High-Density Electrophysiological Recordings to Assess the Dynamic Properties of Attention

Author(s): C Gaillard, SB Hamed
Published in: Oxford Research Encyclopedia of Neuroscience, 2021, ISBN 9780190264086
Publisher: Oxford Research Encyclopedia of Neuroscience
DOI: 10.1093/acrefore/9780190264086.013.363