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CEA Tech
PhD position - Artificial Intelligence for real-time decoding of motor commands from ECoG of disabled subjects for chronic Brain Computer Interfacing
CEA Tech
CEA Tech is building on CEA Leti’s successful track record innovating for industry.
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OM TJÄNSTEN
Publicerad: 7 dagar sedan
Sista ansökningsdatum: okt 31
Plats: Grenoble, Frankrike
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PhD position - Artificial Intelligence for real-time decoding of motor commands from ECoG of disabled subjects for chronic Brain Computer Interfacing

SL-DRT-19-0636

RESEARCH FIELD

Mathematics - Numerical analysis - Simulation

ABSTRACT

The thesis will be carried out within the frame of the multidisciplinary project “Brain Computer Interface” at CEA/LETI/CLINATEC (Grenoble) in collaboration with CEA/LIST (Paris-Saclay), France. The goal of the project is the proof of concept that it is possible to control complex effectors, such as a 4-limb exoskeleton, thanks to brain activity decoding to open new opportunities to motor disabled subjects. The neuronal activity is recorded using WIMAGINE® implant dedicated to chronic recording at the level of cerebral cortex (ElectroCorticoGrams, ECoG). A clinical research protocol « BCI and Tetraplegia » is in progress. A set of decoding algorithms were developed by the CLINATEC® team to solve the problem. They are published in articles, defended by patents, tested in preclinical experiments, in healthy subjects using MEG (MagnetoEncephaloGraphy) and, finally, in tetraplegic subject in the frame of the clinical research protocol. The thesis address the ambitious scientific breakthroughs - taking neuroprosthetics out-of-the-lab. The objective is to achieve neuroprosthetics control performance largely superior to the current state-of-art sufficient for the medical use. To achieve the ambitious objectives of robust and accurate BCI control of complex effectors with large number of DoF in natural environment with minimal assistance, innovative Artificial Intelligence (AI) methods will be developed and applied.

LOCATION

Clinatec (LETI)

Clinatec (LETI)

Grenoble

CONTACT PERSON

AKSENOVA Tetiana

CEA

DRT/Clinatec (LETI)//Clinatec (LETI)

17 rue des Martyrs

Phone number: 0438780320

Email: tetiana.aksenova@cea.fr

UNIVERSITY / GRADUATE SCHOOL

Université Grenoble Alpes

Electronique, Electrotechnique, Automatique, Traitement du Signal (EEATS)

FIND OUT MORE

http://www.leti-cea.fr/cea-tech/leti/Pages/recherche-appliquee/infrastructures-de-recherche/plateforme-CLINATEC.aspx

http://www-list.cea.fr/recherche-technologique/programmes-de-recherche/intelligence-ambiante

START DATE

Start date on 01-10-2019

THESIS SUPERVISOR

SOULOUMIAC Antoine

CEA

DRT/DM2I//LADIS

Bât. 565, pièce 2043 - PC192CEA/SACLAY

Phone number: 01 69 08 49 76

Email: antoine.souloumiac@cea.fr

« The age limit is 26 years for PhD offers and 30 years old for post-doc offers. »

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