Connectionists: Postdoctoral position mailing List

Wed Dec 2 09:24:30 EST 2020

We are offering

Postdoctoral fellow in AI Real time signal processing for epilepsy

The post-doctoral fellowship will be carried out at CEA-LETI-CLINATEC in partnership with CEA-LETI-DSYS and DSCIN, located at the research technological center CEA (Commissariat à l'Energie Atomique et aux Energies Alternatives), in Grenoble, France. CEA-LETI teams involved in the project possess significant experience in neural signal decoding, machine learning and signal processing.

The project partners are reference units for the development of smart algorithms and data processing. The teams have a leading position in the field of Artificial Intelligence (Deep Learning (DL) / Machine Learning (ML), in particular focusing on non-conventional applications under constraints, algorithmic approaches under computing power limitations and efficient model re-training in potentially non-stationary context. Clinatec has a long experience in Implantable Medical Devices and in preclinical models.

We propose in this particular project to explore "forecasting seizures algorithms" for closed loop neuromodulation: Our proposal is based on the optimization of existing algorithms that can be applied to generate prediction/forecasting of seizures occurrence.
The final goal of the project is moving toward neuroprosthetic for drug resistance epilepsy.

Postdoctoral mission will include:
           The test of conventional decoding algorithms and the comparison;
           Design and optimization of innovative decoding algorithms including ANN;
           Optimization, implementation of best algorithm(s) for real time application, integration to the Clinatec real time experimental platform;

Postdoctoral fellow will contribute to:
           The experiment design
           Algorithms development
           Experimental platform integration

Profile of candidate:
PhD or equivalent with strong knowledge in Machine learning, Deep learning, real time Signal processing (high dimensional data flow), with strong skills in Python, matlab. This position require a collaborative mindset.

We Offer:
Contract duration 24 month
A highly interdisciplinary team composed of neuroscientist, medical doctors, electronic engineers, mathematicians, data analysts and software developers
An international team in one of the biggest research centers in France in a very open and friendly student's city  of  Grenoble. Grenoble attracts every year 65 000 students of 180 different countries. With  a close relationship with international research labs and institutes and unique partnership with firms and companies - the capital of the Alps ranks 5th among the world's most innovative cities.

For further information please contact:
Napoleon Torres  / Tél. : +33 (0) 4 38 78 0614  /  Email :  napoleon.torres-martinez at cea.fr<mailto:napoleon.torres-martinez at cea.fr>
or https://www.emploi.cea.fr/offre-de-emploi/emploi-post-doctorant-en-traitement-du-signal-intelligence-artificielle-et-logiciel-h-f_14864.aspx   (in French)

Napoleon TORRES-MARTINEZ MD PhD
Neurochirurgien-biologiste

CEA-Leti
MINATEC Campus, 17 rue des Martyrs
38054 GRENOBLE Cedex 9
napoleon.torres-martinez at cea.fr<mailto:torres-martinez at cea.fr>
Tél. : + 33 (0)4 38 78 0614- Fax et/ou mobile : + 33 (0)4 38 78 78 53 55
www.leti.fr<http://www.leti.fr/>

-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://mailman.srv.cs.cmu.edu/pipermail/connectionists/attachments/20201202/a4db468c/attachment.html>