I am working on smart hardware structures for more adaptive computing in the context of multimodal integration on autonomous systems, IoT and mobile robotics.
That approach is called Embodied Computing and our systems are currently prototyped onto digital electronics and FPGA devices.
The proposed neuromorphic architectures uses the following properties:
Neuro-computing: Neural maps for self-organization into massively parallel architectures.
ANR PRCI SOMA Project from 2018 to 2021
NeuComp Project from IDEX UCA Jedi: 2017-2018
Embodied computing: the dynamic organization of the system is directly dependent of the richness of the environment captured by the system's sensors.
ANR PRCI SOMA Project from 2018 to 2021
ARTEFACT Project funded by EUR DS4H from 2018 to 2021
Real-time computing: We are developing hardware and real-time dataflow IPs for embedded systems.
CIAR Project funded by IRT St Exupery from 2018 to 2021
Reconfiguration of the hardware structure: Reconfiguration is considered as part of the computing process.
ANR PRCI SOMA Project from 2018 to 2021
2019-present Head of eBRAIN research group embedded and Bio-InspiRed Artificial Intelligence and Neural networks
2015-present Full Professor
research in LEAT Lab - Université Côte d'Azur / UMR 7248 CNRS
teaching digital electronics in Polytech Nice Sophia Antipolis
2005-2015 Maitre-de-Conferences (associate professor)
Computer Sciences Department (UCP), research in ETIS, ENSEA - University of Cergy-Pontoise.
2004-2005 postdoctoral research fellow at INRIA Rocquencourt, AOSTE Team (Y. Sorel)
2003-2004 Assistant professor fellow at UEVE.
2000-2003 PhD degree in Computer Sciences, University of Evry Val d'Essonne (UEVE).
- Loic Cordone, January 2020, Collaboration with Renault Software Labs
Efficiency of bio-inspired computing for embedded AI. From event-based sensors to spiking neural processing in automotive applications
- Pierre-Emmanuel Novac, November 2019, Collaboration with Ellcie-Healthy
MicroIA, embedded Artificial Intelligence for connected objects
- Edgar Lemaire, November 2019, Collaboration with Thales
Bio-inspired neural network architecture for high performance embedded computing
- Marino Rasamuel, October 2019, EUR DS4H
Model and design of hybrid neural architectures through synchronous approaches
- Nassim Abderrahmane, November 2018, Region PACA
Hardware design of spiking neural networks for energy-efficient brain inspired computing
- Lyes Khacef, October 2018, ED STIC / UCA
Exploration of brain-inspired computing with self-organizing neuromorphic architectures
- Adrien Russo, October 2018, ED STIC / UCA
Distribution of neural networks in wireless sensor networks for IoT
- HO Dinh Khanh, October 2017, Collaboration with CEA LIST
Adaptive management of embedded architectures of autonomous systems
- Wenhao Wang, April 2014 - July 2017, Collaboration with Valeo
Determination of optimal software architectures on multicore processors in automotive applications
- Laurent Fiack, November 2012 - December 2016, Communauté d'Agglomération de Cergy Pontoise
The effect of the environment on the organization of self-organized hardware architectures
- Laurent Rodriguez, Février 2011 - December 2015, ANR JCJC SATURN (2011-2014)
Definition of a hardware computational substrate for adaptive computing in mobile robotics
- Amel Khiar, Février 2010 - 2014, ANR ARFU FOSFOR (2008-2011)
Virtualisation of communications in dynamically reconfigurable platforms
- Thomas Lefebvre, 2009 - 2012
Hardware architecture of a smart camera for mobile robotics
- Emmanuel Huck, 2008 - 2011, Thales and ANR OveRSoC
SystemC Simulation of distributed RTOS for Reconfigurable System-on-Chip
- Ioana Vatajelu and Lorena Anghel(TIMA, Grenoble)
- Olivier Bichler and Vincent Lorrain (CEA LIST, Saclay, France)
- Karim Ben Chehida (CEA LIST, Saclay, France)
- Bernard Girau (LORIA, Nancy, France)
- Martial Mermillod (LPNC, Grenoble)
- Alexandre Muzy (I3S, Nice, France)
- Frédéric Precioso (I3S, Nice, France)
- Nicolas Rougier (INRIA, Bordeaux, France)
- Timothée Masquelier (Cerco, Toulouse)
- Bernard Conein (MSHS, Nice)
- Manuel Boutet (GREDEG, Nice)
- Andres Upegui (InIT, Genève, Suisse)
- Fabien Vannel (InIT, Genève, Suisse)
- Timothée Lévi (University of Tokyo, Japan)