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Benoît Miramond

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Présentation

Benoît Miramond est professeur au laboratoire LEAT de l'Université Côte d'Azur à Sophia-Antipolis. Auparavant, il était maître de conférence au laboratoire ETIS de l'Université de Cergy-Pontoise. Benoît Miramond a reçu l'Habilitation (HDR) en sciences de l'ingénieur et des systèmes en 2014 et le titre de doctorat en informatique en 2003. Il est actuellement à la tête du groupe d'ingénierie neuromorphique eBRAIN du LEAT. Il dirige le projet de recherche suivants : - projet ANR DeepSee (Deep Spiking Neural Networks for embedded systems) en collaboration avec les entreprises Renault, Prophesee et les laboratoires Cerco et I3S. Le projet se déroule de mars 2021 à septembre 2024. - projet international ANR SOMA (Architecture de machine auto-organisée basée) en collaboration avec l'INRIA de Bordeaux, le LORIA de Nancy et l'HESSO de Genève de 2018 à 2022. Dans ce contexte, ses recherches suivent une approche interdisciplinaire pour explorer de nouvelles architectures matérielles adaptatives et faible consommation inspirées des neurosciences et des sciences cognitives pour des applications d'Intelligence Artificielle embarquée. Plus de détails sur [http://sites.unice.fr/site/bmiramond/Perso/](http://sites.unice.fr/site/bmiramond/Perso/ "Page web Miramond")
Benoît Miramond is Full Professor at LEAT Lab in the Université Côte d'Azur in Sophia-Antipolis. Previously, from 2005 to 2015, he was Associate Professor in the ETIS Lab in the University of Cergy-Pontoise. Benoît Miramond received the Habilitation thesis in sciences of engineering and systems in 2014 and the title of PhD in computer sciences in 2003. He is currently the head of the eBRAIN research group in Neuromorphic Engineering from LEAT lab. He is leader of the following research projects : - international ANR project SOMA (neural-based Self-Organizing Machine Architecture) in collaboration with INRIA at Bordeaux, LORIA at Nancy and HESSO in Geneva from 2018 to 2021. - ANR DeepSee (Deep Spiking Neural Networks for Embedded and Autonomous systems) with Renault, Prophesee and the resarch labs Cerco and I3S. The project goes from march 2021 to september 2024. In this context, his research is following an interdisciplinary approach to explore novel adaptive and low-power hardware architectures inspired from neurosciences and cognitive sciences for embedded AI applications. More details: [http://sites.unice.fr/site/bmiramond/Perso/](http://sites.unice.fr/site/bmiramond/Perso/ "Web Page for Miramond Benoit")

Publications

Unsupervised Anomaly Detection for Cars CAN Sensors Time Series Using Small Recurrent and Convolutional Neural Networks

Yann Cherdo , Benoit Miramond , Alain Pegatoquet , Alain Vallauri
Sensors, 2023, 23 (11), pp.50/5013. ⟨10.3390/s23115013⟩
Article dans une revue hal-04112839v1

SPIDEN: deep Spiking Neural Networks for efficient image denoising

Andrea Castagnetti , Alain Pegatoquet , Benoit Miramond
Frontiers in Neuroscience, inPress, 17, pp.1-14. ⟨10.3389/fnins.2023.1224457⟩
Article dans une revue hal-04172824v1

UCA-EHAR: a dataset for Human Activity Recognition with embedded AI on smart glasses

Pierre-Emmanuel Novac , Alain Pegatoquet , Benoit Miramond , Christophe Caquineau
Applied Sciences, 2022, Sensor-Based Human Activity Recognition in Real-World Scenarios, pp.22. ⟨10.3390/app12083849⟩
Article dans une revue hal-03637445v1

Synaptic Activity and Hardware Footprint of Spiking Neural Networks in Digital Neuromorphic Systems

Edgar Lemaire , Benoit Miramond , Sébastien Bilavarn , Hadi Saoud , Nassim Abderrahmane
ACM Transactions on Embedded Computing Systems (TECS), 2022, 37 (4), pp.26. ⟨10.1145/3520133⟩
Article dans une revue hal-03593593v1

Reentrant Self-Organizing Map: Toward Brain-Inspired Multimodal Association

Lyes Khacef , Laurent Rodriguez , Benoit Miramond
ERCIM News, 2021, 125, pp.22-23
Article dans une revue hal-03210876v1
Image document

Quantization and Deployment of Deep Neural Networks on Microcontrollers

Pierre-Emmanuel Novac , Ghouthi Boukli Hacene , Alain Pegatoquet , Benoit Miramond , Vincent Gripon
Sensors, 2021, 21 (9), p1-p2 / 2984. ⟨10.3390/s21092984⟩
Article dans une revue hal-03208457v1
Image document

Self-Organizing Machine Architecture

Bernard Girau , Benoit Miramond , Nicolas P. Rougier , Andres Upegui
ERCIM News, 2021, 125, pp.4
Article dans une revue hal-03186497v1
Image document

Design Space Exploration of hardware spiking neurons for embedded Artificial Intelligence

Nassim Abderrahmane , Edgar Lemaire , Benoit Miramond
Neural Networks, 2020, 121, pp.366-386. ⟨10.1016/j.neunet.2019.09.024⟩
Article dans une revue hal-02298826v1

Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning

Lyes Khacef , Laurent Rodriguez , Benoit Miramond
Electronics, inPress, 9 (1605), pp.1-32. ⟨10.3390/electronics9101605⟩
Article dans une revue hal-02951790v1

Learning-Based Adaptive Management of QoS and Energy for Mobile Robotic Missions

Dinh Khanh Ho , Karim Ben Chehida , Benoit Miramond , Michel Auguin
International Journal of Semantic Computing, 2019, 13 (04), pp.513-539. ⟨10.1142/S1793351X19400221⟩
Article dans une revue hal-02428664v1

Toward a sparse self-organizing map for neuromorphic architectures

Laurent Rodriguez , Benoit Miramond , Bertrand Granado
ACM Journal on Emerging Technologies in Computing Systems, 2015, Special issue on Neuromorphic and Brain-Inspired Computing Systems, 11 (4), pp.33. ⟨10.1145/2638559⟩
Article dans une revue hal-01103430v1

Embedded and real-time architecture for bio-inspired vision-based robot navigation

Laurent Fiack , Nicolas Cuperlier , Benoit Miramond
Journal of Real-Time Image Processing, 2015, 10, pp.699-722. ⟨10.1007/s11554-013-0391-9⟩
Article dans une revue hal-01105153v1

Enhancing Reconfigurable Platforms Programmability for Synchronous Data-Flow Applications

Laurent Gantel , Amel Khiar , Benoit Miramond , Mohamed El Amine Benkhelifa , Lounis Kessal
ACM Transactions on Reconfigurable Technology and Systems (TRETS), 2012, 5 (3), pp.Article No. 14. ⟨10.1145/2362374.2362378⟩
Article dans une revue hal-00766667v1

A Flexible Operating System for Dynamic Applications

Fabrice Muller , Jimmy Le Rhun , Fabrice Lemonnier , Benoît Miramond , Ludovic Devaux
XCell, 2010, 73, pp.30-34
Article dans une revue hal-00542646v1

OveRSoC : a Framework for the Exploration of RTOS for RSoC Platforms

Benoit Miramond , Emmanuel Huck , François Verdier , Mohamed El Amine Benkhelifa , Bertrand Granado
International Journal of Reconfigurable Computing, 2009, 2009, pp.450607. ⟨10.1155/2009/450607⟩
Article dans une revue inria-00450258v1

Run-Time HW/SW Scheduling of Data Flow Applications on Reconfigurable Architectures

Fakhreddine Ghaffari , Benoit Miramond , François Verdier
EURASIP Journal on Embedded Systems, 2009, 2009, pp.976296. ⟨10.1155/2009/976296⟩
Article dans une revue hal-00524591v1

Technique de réduction adaptative de l'espace de recherche pour les méthodes d'optimisation par recherche locale

Benoît Miramond
Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2008, 27 (5), pp.627
Article dans une revue hal-00536239v1

Using High-Level RTOS Models for HW/SW Embedded Architecture Exploration : Case Study on Mobile Robotic Vision

François Verdier , Benoit Miramond , Mickael Maillard , Emmanuel Huck , Thomas Lefebvre
EURASIP Journal on Embedded Systems, 2008, 2008, pp.349465. ⟨10.1155/2008/349465⟩
Article dans une revue hal-00524580v1

Technique de réduction d'ordonnancements hors-ligne pour applications embarquées à contraintes temps réel

Benoît Miramond
Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2006, 25 (7), pp.867
Article dans une revue hal-00536246v1

Time series prediction and anomaly detection with recurrent spiking neural networks

Yann Cherdo , Benoit Miramond , Alain Pegatoquet
IJCNN 2023, IEEE, Jun 2023, Queensland, Australia. pp.10, ⟨10.1109/IJCNN54540.2023.10191614⟩
Communication dans un congrès hal-04138502v1

Next generation of Edge AI with spiking neural networks on event-based neuromorphic hardware

Benoit Miramond
GDR Biocomp, Nov 2023, Banuyls-sur-Mer, France
Communication dans un congrès hal-04349652v1

Estimation of Energy Efficiency of Spiking Neural Networks on neuromorphic hardware

Benoit Miramond
Conférence INT, Iinstitut de Neurosciences de la Timone, Mar 2023, Marseille (13), France
Communication dans un congrès hal-04044438v1

Cortex Inspired Learning to Recover Damaged Signal Modality by ReD-SOM Model

Artem Muliukov , Laurent Rodriguez , Benoit Miramond
IJCNN 2023, IEEE, Jun 2023, Gold Coast, Australia, Australia. pp.01-09, ⟨10.1109/IJCNN54540.2023.10191701⟩
Communication dans un congrès hal-04141988v1

Embedded Artificial Neural Network for Data Prediction in Energy Efficient Wireless Sensors Networks

Imourane Abdoulaye , Laurent Rodriguez , Cécile Belleudy , Benoit Miramond
4rd International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2022), Oct 2022, Corfu, Greece. pp.2
Communication dans un congrès hal-03852979v1

An Analytical Estimation of Spiking Neural Networks Energy Efficiency

Edgar Lemaire , Loîc Cordone , Andrea Castagnetti , Pierre-Emmanuel Novac , Jonathan Courtois
International Conference on Neural Information Processing ( ICONIP), Nov 2022, ITT Indore, India. pp.8, ⟨10.1007/978-3-031-30105-6_48⟩
Communication dans un congrès hal-03875214v1

Objects classification based on UWB scattered field and SEM data using machine learning algorithms

Yasmina Zaky , Nicolas Fortino , Jean-Yves Dauvignac , Benoit Miramond
European Radar Conference 2021, Apr 2022, Londres, United Kingdom. pp.369-372, ⟨10.23919/EuRAD50154.2022.9784460⟩
Communication dans un congrès hal-03484691v1

Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks

Loic Cordone , Benoit Miramond , Sonia Ferrante
International Joint Conference On Neural Networks 2021 (IJCNN 2021), Jul 2021, Conférence virtuelle, China. pp.1-8
Communication dans un congrès hal-03208690v1

Vers une approche bio-inspirée de l’IA embarquée

Benoit Miramond
15ème Colloque National du GDR SOC2, Jun 2021, distanciel, France
Communication dans un congrès hal-03470083v1

Neuromorphic architectures, a support to third generation of Artificial Neural Networks and a new path toward low-power embedded AI

Benoit Miramond
Micro Innovation Day II, pôle SCS., Oct 2021, Marseille, France
Communication dans un congrès hal-03435985v1

Self-Organizing Neurons: Toward Brain-Inspired Multimodal Association

Lyes Khacef , Laurent Rodriguez , Benoit Miramond
Neural Interfaces and Artificial Senses (NIAS), Sep 2021, Online, Spain. pp.1, ⟨10.29363/nanoge.nias.2021.007⟩
Communication dans un congrès hal-03355250v1

GPU-based Self-Organizing-Maps for Post-Labeled Few-Shot Unsupervised Learning

Lyes Khacef , Vincent Gripon , Benoit Miramond
International Conference on Neural Information Processing (ICONIP) 2020, Aug 2020, Bangkok, Thailand. pp.404-416, ⟨10.1007/978-3-030-63833-7_34⟩
Communication dans un congrès hal-02934233v1

Dynamic Structural and Computational Resource Allocation for Self-Organizing Architectures

Pierre-Emmanuel Novac , Andres Upegui , Diego Barrientos , Claudio Sousa , Laurent Rodriguez
ICECS 2020, Nov 2020, Glasgow, United Kingdom. pp.1-4, ⟨10.1109/ICECS49266.2020.9294983⟩
Communication dans un congrès hal-02944222v1

Improving Self-Organizing Maps with Unsupervised Feature Extraction

Lyes Khacef , Laurent Rodriguez , Benoit Miramond
International Conference on Neural Information Processing (ICONIP) 2020, Aug 2020, Bangkok, Thailand. pp.474-486
Communication dans un congrès hal-02934260v1

Neural coding: adapting spike generation for embedded hardware classification

Nassim Abderrahmane , Benoit Miramond
IEEE World Congress on Computational Intelligence (WCCI) 2020, Jul 2020, Glasgow, United Kingdom. pp.8, ⟨10.1109/IJCNN48605.2020.9207702⟩
Communication dans un congrès hal-02515109v1

An FPGA-based Hybrid Neural Network accelerator for embedded satellite image classification

Edgar Lemaire , Matthieu Moretti , Lionel Daniel , Benoit Miramond , Philippe Millet
IEEE International Symposium on Circuit and Systems (ISCAS 2020), May 2020, Seville, Spain. pp.5, ⟨10.1109/ISCAS45731.2020.9180625⟩
Communication dans un congrès hal-02445183v1

Spike Nets for low power image processing

Benoit Miramond
4th Huawei Future ISP (Image Signal Processing) technologies workshop, Sep 2020, Sophia Antipolis, France
Communication dans un congrès hal-02959675v1

Toward unsupervised Human Activity Recognition on Microcontroller Units

Pierre-Emmanuel Novac , Andrea Castagnetti , Adrien Russo , Benoit Miramond , Alain Pegatoquet
conférence Euromicro DSD 2020, Aug 2020, Portorož, Slovenia. pp.9, ⟨10.1109/DSD51259.2020.00090⟩
Communication dans un congrès hal-02894539v1

Energy consumption minimization on LoRaWAN sensor network by using an Artificial Neural Network based application

Roland Kromes , Adrien Russo , Benoit Miramond , François Verdier
Sensors Applications Symposium 2019, Mar 2019, Sophia-Antipolis, France. pp.1-6, ⟨10.1109/SAS.2019.8705992⟩
Communication dans un congrès hal-02013645v1

Specialized visual sensor coupled to a dynamic neural field for embedded attentional process

Marino Rasamuel , Lyes Khacef , Laurent Rodriguez , Benoit Miramond
2019 IEEE Sensors Applications Symposium (SAS) (SAS 2019), Mar 2019, Sophia-Antipolis, France. pp.1-6
Communication dans un congrès hal-02006191v1

Information coding and hardware architecture of spiking neural networks

Nassim Abderrahmane , Benoit Miramond
Euromicro DSD/SEAA 2019, Aug 2019, Kallithea,Chalkidiki, Greece. pp.291-298, ⟨10.1109/DSD.2019.00050⟩
Communication dans un congrès hal-02179656v1

Self-organizing neurons: toward brain-inspired unsupervised learning

Lyes Khacef , Benoit Miramond , Diego Barrientos , Andres Upegui
The International joint Conference On Neural Networks, Jul 2019, Budapest, Hungary. pp.1-9, ⟨10.1109/IJCNN.2019.8852098⟩
Communication dans un congrès hal-02078129v1

Synchronous Approach for Modeling Spiking Neurons

Marino Rasamuel , Daniel Gaffé , Timothée Levi , Benoit Miramond
2019 IEEE Biomedical Circuits and Systems Conference BIOCAS 2019, Oct 2019, Nara, Japan. pp.1-4, ⟨10.1109/BIOCAS.2019.8919084⟩
Communication dans un congrès hal-02276306v1

QoS and Energy-Aware Run-time Adaptation for Mobile Robotic Missions: A Learning Approach

Dinh Khanh Ho , Karim Ben Chehida , Benoit Miramond , Michel Auguin
International Conference on Robotic Computing, 2019., Feb 2019, Naples, Italy. pp.212-219, ⟨10.1109/IRC.2019.00039⟩
Communication dans un congrès hal-02018703v1
Image document

Pruning Self-Organizing Maps for Cellular Hardware Architectures

Andres Upegui , Bernard Girau , Nicolas P. Rougier , Fabien Vannel , Benoit Miramond
AHS 2018 - 12th NASA/ESA Conference on Adaptive Hardware and Systems, Aug 2018, Edinburgh, United Kingdom. pp.272-279, ⟨10.1109/AHS.2018.8541465⟩
Communication dans un congrès hal-01826263v1

Neuromorphic Computing - From Robust Hardware Architectures to Testing Strategies

Lorena Anghel , Giorgio Di Natale , Benoit Miramond , Elena Ioana Vatajelu , E. Vianello
26th IFIP IEEE International Conference on Very Large Scale Integration (VLSI SOC 2018), Oct 2018, Verona, Italy. pp.176-179, ⟨10.1109/VLSI-SoC.2018.8644897⟩
Communication dans un congrès hal-01961756v1

A distributed cellular approach of large scale SOM models for hardware implementation

Laurent Rodriguez , Lyes Khacef , Benoît Miramond
IEEE Conference on Image Processing and Signals (IPAS), Dec 2018, Nice (sophia-antipolis), France. pp.250-255, ⟨10.1109/IPAS.2018.8708904⟩
Communication dans un congrès hal-01923134v1

Confronting machine-learning with neuroscience for neuromorphic architectures design

Lyes Khacef , Nassim Abderrahmane , Benoit Miramond
IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE, Jul 2018, Rio de Janeiro, Brazil. pp.1-8, ⟨10.1109/IJCNN.2018.8489241⟩
Communication dans un congrès hal-01739438v1
Image document

Neuromorphic hardware as a self-organizing computing system

Lyes Khacef , Bernard Girau , Nicolas P. Rougier , Andres Upegui , Benoit Miramond
WCCI 2018 - IEEE World Congress on Computational Intelligence, Workshop NHPU : Neuromorphic Hardware In Practice and Use, Jul 2018, Rio de Janeiro, Brazil. pp.1-4
Communication dans un congrès hal-01790776v1

Energy Saving in a Wireless Sensor Network by Data Prediction by using Self-Organized Maps

Adrien Russo , François Verdier , Benoît Miramond
International Workshop on Recent Advances in Cellular Technologies and 5G for IoT Environments (RACT-5G-IoT 2018), May 2018, Porto, Portugal. pp.1090-1095, ⟨10.1016/j.procs.2018.04.161⟩
Communication dans un congrès hal-01740303v1

Towards A Multi-Mission QoS and Energy Manager for Autonomous Mobile Robots

Dinh Khanh Ho , Karim Ben Chehida , Benoît Miramond , Michel Auguin
International Conference on Robotic Computing, Jan 2018, Laguna Hill, CA, United States. pp.270-273, ⟨10.1109/IRC.2018.00057⟩
Communication dans un congrès hal-01700856v1
Image document

Optimizing Application Distribution on Multi-Core Systems within AUTOSAR

Wenhao Wang , Sylvain Cotard , Fabrice Gravez , Yael Chambrin , Benoit Miramond
8th European Congress on Embedded Real Time Software and Systems (ERTS 2016), Jan 2016, TOULOUSE, France. pp.10
Communication dans un congrès hal-01289485v1

Distribution of Real-Time Software on Multi-Core Architectures in Automotive Systems

Wenhao Wang , Benoit Miramond , Fabrice Camut
Conférence d'informatique en Parallélisme, Architecture et Système (COMPAS), Jul 2016, Lorient, France. pp.2
Communication dans un congrès hal-01344279v1

FPGA-based bio-inspired architecture for multi-scale attentional vision

Nicolas Cuperlier , Frédéric Demelo , Benoit Miramond
Conference on Design & Architectures for Signal & Image Processing (DASIP), Oct 2016, Rennes, France. pp.231-232, ⟨10.1109/DASIP.2016.7853828⟩
Communication dans un congrès hal-01343903v1

Real-Time Software Distribution on Multi-Core Architectures in Automotive Systems

Wenhao Wang , Benoit Miramond , Fabrice Camut
Colloque GDR SoC-SiP (System On Chip - System In Package), Jun 2016, Nantes, France
Communication dans un congrès hal-01344465v1

Generation of Schedule Tables on Multi-core Systems for AUTOSAR Applications

Wenhao Wang , Fabrice Camut , Benoit Miramond
Conference on Design & Architectures for Signal & Image Processing (DASIP), Oct 2016, Rennes, France. pp.191-198, ⟨10.1109/DASIP.2016.7853818⟩
Communication dans un congrès hal-01343901v1

Attention-based smart-camera for spatial cognition

Nicolas Cuperlier , Hakim Guedjou , Frédéric Demelo , Benoit Miramond
10th International Conference on Distributed Smart Cameras (ICDSC 2016), Sep 2016, Paris, France. pp.121-127, ⟨10.1145/2967413.2967440⟩
Communication dans un congrès hal-01343906v1

A neural processing unit for self-organizing maps

Laurent Fiack , Benoit Miramond , Laurent Rodriguez
workshop on "Neuromorphic and Brain-Based Computing Systems", Mar 2015, Grenoble, France
Communication dans un congrès hal-01103418v1

Validation of neural networks onto FPGA

Laurent Rodriguez , Laurent Fiack , Benoit Miramond , Erik Hochapfel
International Workshop on Neuromorphic and Brain-Based Computing Systems (NeuComp 2013 / DATE), DATE, Mar 2013, Grenoble, France
Communication dans un congrès hal-01199370v1

Hardware architecture of Self-Organizing Maps

Laurent Rodriguez , Laurent Fiack , Benoit Miramond
Design, Automation & Test in Europe (DATE 2013) - International Workshop on Neuromorphic and Brain-Based Computing Systems (NeuComp 2013), Mar 2013, Grenoble, France
Communication dans un congrès hal-00862876v1

A Neural Model for Hardware Plasticity in Artificial Vision Systems

Laurent Rodriguez , Laurent Fiack , Benoit Miramond
Design and Architectures for Signal and Image Processing (DASIP), 2013 Conference on, ECSI, Oct 2013, Cagliari, Italy. pp.30 - 37
Communication dans un congrès hal-01199296v1

Embodied Computing: Self-adaptation in Bio-inspired Reconfigurable Architectures

Laurent Rodriguez , Benoit Miramond , Bertrand Granado
Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW), 2012 IEEE 26th International, May 2012, Shanghai, China. pp.413 - 418, ⟨10.1109/IPDPSW.2012.52⟩
Communication dans un congrès hal-00733335v1
Image document

FPGA-based vision perception architecture for robotic missions

Laurent Fiack , Benoit Miramond , Nicolas Cuperlier
Smart cameras for robotic applications, Oct 2012, Portugal. pp.4
Communication dans un congrès hal-00766597v1
Image document

Self-organization in embodied reconfigurable architectures.

Laurent Rodriguez , Benoit Miramond , Fakhreddine Ghaffari
Colloque GDR SocSip 2012, Jun 2012, Paris, France. pp.1-2
Communication dans un congrès hal-00736625v1
Image document

Middleware Based Executive for Embedded Reconfigurable Platforms

Amel Khiar , Nicolas Knecht , Laurent Gantel , Soufyane Lkad , Benoit Miramond
DASIP, Oct 2012, Germany. pp.6
Communication dans un congrès hal-00781983v1

Self-organization of reconfigurable processing elements during mobile robots missions

Laurent Rodriguez , Jérôme Fellus , Benoit Miramond
Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), 2011 6th International Workshop on, Jun 2011, Montpellier, France. ⟨10.1109/ReCoSoC.2011.5981533⟩
Communication dans un congrès hal-01199382v1
Image document

Self-organization of reconfigurable processing elements during mobile robots missions

Laurent Rodriguez , Jérôme Fellus , Benoît Miramond
6th International Workshop on Reconfigurable Communication-centric Systems-on-Chip, ReCoSoC 2011, Jun 2011, Montpellier, France. pp.1-2
Communication dans un congrès hal-00640959v1
Image document

Dataflow Programming Model For Reconfigurable Computing

Laurent Gantel , Amel Khiar , Benoît Miramond , Mohamed El Amine Benkhelifa , Fabrice Lemonnier
6th International Workshop on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), Jun 2011, Montpellier, France. pp.1-8, ⟨10.1109/ReCoSoC.2011.5981505⟩
Communication dans un congrès hal-00623674v1

Generation of static tables in embedded memory with dense scheduling

Benoît Miramond , Liliana Cucu-Grosjean
Conference on Design and Architectures for Signal and Image Processing, Oct 2010, France. pp.1
Communication dans un congrès hal-00524528v1

SystemC multiprocessor RTOS model for services distribution on MPSoC platforms

Emmanuel Huck , Benoit Miramond , François Verdier
Conference on Design and Architectures for Signal and Image Processing (DASIP), Nov 2008, Bruxelles, Belgium. pp.1
Communication dans un congrès hal-00524756v1

A Framework for the Exploration of RTOS Dedicated to the Management of Hardware Reconfigurable Resources

Jean-Christophe Prévotet , Mohamed El Amine Benkhelifa , Bertrand Granado , Emmanuel Huck , Benoit Miramond
ReConFig'08, 2008, Mexico. pp.61-66
Communication dans un congrès hal-00404919v1

Dynamic adaptation of Hardware-Software scheduling for Reconfigurable System-on-Chip

Fakhreddine Ghaffari , Benoit Miramond , François Verdier
19th IEEE/IFIP International Symposium on Rapid System Prototyping (RSP'08), Jun 2008, Monterey, CA, United States. pp.1
Communication dans un congrès hal-00524751v1

A Modular SystemC RTOS Model for Embedded Services Exploration

Emmanuel Huck , Benoit Miramond , François Verdier
1st European Workshop on Design and Architectures for Signal and Image Processing (DASIP'07), Nov 2007, Grenoble, France. pp.1
Communication dans un congrès hal-00524703v1
Image document

Design Space Exploration for Dynamically Reconfigurable Architectures

Benoit Miramond , Jean-Marc Delosme
DATE'05, Mar 2005, Munich, Germany. pp.366-371
Communication dans un congrès hal-00181542v1

Design Space Exploration for Dynamically Reconfigurable Architectures

Benoît Miramond , Jean-Marc Delosme
IEEE DATE 2005, 2005, Germany. pp.366--371, ⟨10.1109/DATE.2005.118⟩
Communication dans un congrès hal-00341374v1

Decision Guide Environment for Design Space Exploration

Benoît Miramond , Jean-Marc Delosme
ETFA 2005, 2005, Italy. pp.881--888, ⟨10.1109/ETFA.2005.1612618⟩
Communication dans un congrès hal-00341375v1

ModelJ : Component-based Modeling for Embedded Systems

Benoit Miramond , Rédha Hamouche , Bachir Djafri
European Conference on Object Oriented Programming (ECOOP’2001), Jun 2001, Budapest, Hungary
Communication dans un congrès hal-03409754v1

Energy Conservation in Wireless Sensor Networks using Embedded Artificial Neural Networks

Imourane Abdoulaye , Laurent Rodriguez , Cecile Belleudy , Benoit Miramond
17ème Colloque National 2023 SOC 2 , Jun 2023, Lyon, France. , pp.2, 2023
Poster de conférence hal-04135590v1

Classification d’objets à partir de leurs signatures électromagnétiques en utilisant les réseaux neuronaux convolutifs

Yasmina Zaky , Nicolas Fortino , Benoît Miramond , Jean-Yves Dauvignac
22ième Journées Nationales Microondes, Jun 2022, Limoges, France. pp.4
Poster de conférence hal-03696577v1

Classification d’objets à partir de leurs résonances en utilisant les réseaux neuronaux

Yasmina Zaky , Nicolas Fortino , Benoit Miramond , Jean-Yves Dauvignac
Neuvième Conférence Plénière du GDR ONDES, Nov 2021, Lille, France. , pp.1
Poster de conférence hal-03485167v1

Smart IoT for Mobility: Automating of Mobility Value Chain through the Adoption of Smart Contracts within IoT Platforms

François Verdier , Primavera de Filippi , Frédéric Mallet , Philippe Collet , Lise Arena
17th Driving Simulation & Virtual Reality Conference (DSC 2018), Sep 2018, Antibes, France. , pp.2
Poster de conférence hal-01903049v1

Hardware design of spiking neural networks for energy-efficient brain inspired computing

Nassim Abderrahmane , Benoit Miramond
GDR BioComp 2018, Jun 2018, Bordeaux, France.
Poster de conférence hal-02190227v1

Clusterisation de données pour la réduction de la consommation dans les réseaux de capteurs sans fils

Adrien Russo , François Verdier , Benoît Miramond
Conférence d’informatique en Parallélisme, Architecture et Système (COMPAS), Jun 2017, Sophia-Antipolis, France. , pp.1, 2017
Poster de conférence hal-01683802v1

Réseaux de Neurones Artificiels pour l’Optimisation de la Consommation dans les Réseaux de Capteurs Sans Fil

Lyes Khacef , Adrien Russo , Benoit Miramond , François Verdier
XIIème Colloque du GDR SoC-SiP, Jun 2017, Bordeaux, France. , pp.1-2, 2017
Poster de conférence hal-01680697v1

Implémentation matérielle des réseaux de neurones artificiels : des Neurosciences au Machine Learning

Lyes Khacef , Benoît Miramond
Conférence d’informatique en Parallélisme, Architecture et Système (COMPAS), Jun 2017, Sophia-Antipolis, France. , pp.1, 2017
Poster de conférence hal-01680726v1

Space Use-Case: Onboard Satellite Image Classification

Edgar Lemaire , Philippe Millet , Benoit Miramond , Sébastien Bilavarn , Hadi Saoud
springer. Towards Ubiquitous, Low-power Image Processing Platforms, , pp.199-218, 2020, 978-3-030-53532-2. ⟨10.1007/978-3-030-53532-2_12⟩
Chapitre d'ouvrage hal-02880903v1

SystemC Multiprocessor RTOS model for services distribution on RTOS platforms

Benoit Miramond , Emmanuel Huck , Thomas Lefebvre , François Verdier
Springer. Lecture Notes in Electrical Engineering - Algorithm-Architecture Matching for Signal and Image Processing, pp.197-216, 2011, ⟨10.1007/978-90-481-9965-5_9⟩
Chapitre d'ouvrage hal-01174353v1