Benoît Miramond

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 porte la chaire d'IA bio-inspirée de l'institut 3IA Côte d'Azur depuis 2020.

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.

Publications

Article dans une revue (27)

All in One Timestep: Enhancing Sparsity and Energy Efficiency in Multi-Level Spiking Neural Networks Andrea Castagnetti,Alain Pegatoquet,Benoît Miramond SSRN Electronic Journal, 2025, pp.15. ⟨10.2139/ssrn.5379149⟩ Article dans une revue hal-05303563v1
Predictive Data-Driven Energy Efficiency in a Field-Deployed Wireless Sensor Network Imourane Abdoulaye,Anthony Vigneron,Laurent Rodriguez,Cécile Belleudy,Benoît Miramond IEEE Transactions on Instrumentation and Measurement, 2025, 74, pp.1-15. ⟨10.1109/TIM.2025.3566825⟩ Article dans une revue hal-05057382v1
Semi-Decentralized Prediction Method for Energy-Efficient Wireless Sensor Networks Imourane Abdoulaye,Cécile Belleudy,Laurent Rodriguez,Benoit Miramond IEEE Sensors Letters, 2024, pp.1-4. ⟨10.1109/LSENS.2024.3378520⟩ Article dans une revue hal-04512877v1
Shape and orientation classification of objects based on their electromagnetic signatures using convolutional neural networks Yasmina Zaky,Nicolas Fortino,Benoit Miramond,Jean-Yves Dauvignac Inverse Problems, 2024, pp.1-29. ⟨10.1088/1361-6420/ad2ec9⟩ Article dans une revue hal-04487667v1
Trainable quantization for Speedy Spiking Neural Networks Andrea Castagnetti,Alain Pegatoquet,Benoît Miramond Frontiers in Neuroscience, 2023, 17, pp.10. ⟨10.3389/fnins.2023.1154241⟩ Article dans une revue hal-04023031v1
SPIDEN: deep Spiking Neural Networks for efficient image denoising Andrea Castagnetti,Alain Pegatoquet,Benoit Miramond Frontiers in Neuroscience, In press, 17, pp.1-14. ⟨10.3389/fnins.2023.1224457⟩ Article dans une revue (article de synthèse) hal-04172824v1
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
A unified software/hardware scalable architecture for brain-inspired computing based on self-organizing neural models Artem Muliukov,Laurent Rodriguez,Benoît Miramond,Lyes Khacef,Joachim Schmidtet al. Frontiers in Neuroscience, 2022, pp.20. ⟨10.3389/fnins.2022.825879⟩ Article dans une revue hal-03542181v1
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
Efficiency analysis of Artificial vs Spiking Neural Networks on FPGAs Zhuoer Li,Edgar Lemaire,Nassim Abderrahmane,Sébastien Bilavarn,Benoit Miramond Journal of Systems Architecture, 2022, pp.11 / SYSARC 102765. ⟨10.1016/j.sysarc.2022.102765⟩ Article dans une revue hal-03831867v1
Generalization Ability of Deep Learning Algorithms Trained using SEM Data for Objects Classification Yasmina Zaky,Nicolas Fortino,Benoit Miramond,Jean-Yves Dauvignac Radio Science, 2022, 57 (12), pp.1-18. ⟨10.1029/2022RS007487⟩ Article dans une revue hal-03865119v1
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
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
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
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 Kessalet al. 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
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
OveRSoC : a Framework for the Exploration of RTOS for RSoC Platforms Benoit Miramond,Emmanuel Huck,François Verdier,Mohamed El Amine Benkhelifa,Bertrand Granadoet al. International Journal of Reconfigurable Computing, 2009, 2009, pp.450607. ⟨10.1155/2009/450607⟩ Article dans une revue inria-00450258v1
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 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
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

Communication dans un congrès (70)

Leveraging Brain Inspired Principles for Data Efficient Multimodal Learning Jonathan Grienay,Marina Reyboz,Martial Mermillod,Laurent Rodriguez,Benoit Miramond 2025 IEEE International Conference on Big Data (BigData), IEEE, Dec 2025, Macau, China. pp.5132-5141, ⟨10.1109/BigData66926.2025.11401515⟩ Communication dans un congrès hal-05543775v1
Recherche d’Architecture Neuronale sous Contraintes Matérielles pour un accélérateur de calcul embarqué contraint en mémoire Andrea Castagnetti,Alain Pegatoquet,Léo Bernard,Benoit Miramond,O. Montfortet al. XXXe Colloque Francophone de Traitement du Signal et des Images (GRETSI'25), Aug 2025, Strasbourg, France. pp.1-4 Communication dans un congrès hal-05229252v1
Software and Hardware challenges for Energy efficiency of Neuromorphic computing in EdgeAI Applications Benoit Miramond Journée thématique sur les nouvelles technologies et architectures matérielles pour le déploiement d'algorithmes d'intelligence artificielle embarqués, Nov 2025, Toulouse, France Communication dans un congrès hal-05418545v1
Enhanced Neuromorphic Semantic Segmentation Latency Through Stream Event Dalia Hareb,Jean Martinet,Benoit Miramond Neural Information Processing. ICONIP 2024, Dec 2024, Auckland, New Zealand. pp.46-30, ⟨10.1007/978-981-96-6975-2_4⟩ Communication dans un congrès hal-05135310v1
Hardware-Aware Neural Architecture Search for Memory constrained Embedded Neural Networks Accelerators Andrea Castagnetti,Alain Pegatoquet,Benoît Miramond,Olivier Montfort,Vincent Huard 7th IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2025), Apr 2025, Bordeaux, France. pp.5, ⟨10.1109/AICAS64808.2025.11173090⟩ Communication dans un congrès hal-05052083v1
Cross-Modal Neuromorphic Semantic Segmentation based on Knowledge Distillation Dalia Hareb,Jean Martinet,Benoit Miramond International Joint Conference in Neural Network (IJCNN2025), Jun 2025, Rome, Italy. pp.1-9, ⟨10.1109/IJCNN64981.2025.11227429⟩ Communication dans un congrès hal-05192745v1
BrAMA: A Data-Efficient Brain-Inspired Architecture for Semi-Supervised Multi-Modal Association Jonathan Grienay,Marina Reyboz,Martial Mermillod,Laurent Rodriguez,Benoit Miramond 2025 IEEE International Conference on Data Mining Workshops (ICDMW), Nov 2025, Washington, France. pp.1421-1428, ⟨10.1109/ICDMW69685.2025.00169⟩ Communication dans un congrès hal-05553780v1
Prédiction de Données pour les Réseaux de Capteurs Sans Fil à Longue Durée de Vie Imourane Abdoulaye,Laurent Rodriguez,Cécile Belleudy,Benoit Miramond 18ème Colloque national GdR System on Chip, Systèmes embarqués et Objets Connectés, Jun 2024, Toulouse, France. pp.2 Communication dans un congrès hal-04619664v1
On Reducing Activity with Distillation and Regularization for Energy Efficient Spiking Neural Networks Thomas Louis,Alain Pegatoquet,Benoit Miramond,Adrien Girard The 33rd International Conference on Artificial Neural Networks (ICANN 2024), Sep 2024, Lugano, Switzerland. pp.407-421, ⟨10.1007/978-3-031-72359-9_30⟩ Communication dans un congrès hal-04705493v1
Embedded event based object detection with spiking neural network Jonathan Courtois,Pierre-Emmanuel Novac,Edgar Lemaire,Alain Pegatoquet,Benoit Miramond Conférence IJCNN, IEEE, Jun 2024, Yocohama, Japan. pp.1-8, ⟨10.1109/IJCNN60899.2024.10649943⟩ Communication dans un congrès hal-04642719v1
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
Internet of Things Terminal with Embedded Machine Learning Capabilities for Terrestrial and Space Communication Experiments van Lic Tran,Fabien Ferrero,Le-Huy Trinh,Thao Manh Nguyen,Laurent Rodriguezet al. 2023 International Conference on Advanced Technologies for Communications (ATC), Oct 2023, Danang, Vietnam. pp.339-344, ⟨10.1109/ATC58710.2023.10318893⟩ Communication dans un congrès hal-04259732v1
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
An Analytical Estimation of Spiking Neural Networks Energy Efficiency Edgar Lemaire,Loîc Cordone,Andrea Castagnetti,Pierre-Emmanuel Novac,Jonathan Courtoiset al. 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
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
SPLEAT: SPiking Low-power Event-based ArchiTecture for in-orbit processing of satellite imagery Nassim Abderrahmane,Benoît Miramond,Erwann Kervennic,Adrien Girard IEEE WCCI Congress, Jul 2022, Padua, Italy. pp.1-10, ⟨10.1109/IJCNN55064.2022.9892277⟩ Communication dans un congrès hal-03712608v1
Object Detection with Spiking Neural Networks on Automotive Event Data Loîc Cordone,Benoît Miramond,Philippe Thierion IJCNN 2022 IEEE WCCI Congress, Jul 2022, Padua, Italy. pp.1-8, ⟨10.1109/IJCNN55064.2022.9892618⟩ Communication dans un congrès hal-03675995v1
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
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
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
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
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
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
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 Pegatoquetet al. conférence Euromicro DSD 2020, Aug 2020, Portorož, Slovenia. pp.9, ⟨10.1109/DSD51259.2020.00090⟩ Communication dans un congrès hal-02894539v1
An FPGA-based Hybrid Neural Network accelerator for embedded satellite image classification Edgar Lemaire,Matthieu Moretti,Lionel Daniel,Benoit Miramond,Philippe Milletet al. 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
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
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
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
Dynamic Structural and Computational Resource Allocation for Self-Organizing Architectures Pierre-Emmanuel Novac,Andres Upegui,Diego Barrientos,Claudio Sousa,Laurent Rodriguezet al. ICECS 2020, Nov 2020, Glasgow, United Kingdom. pp.1-4, ⟨10.1109/ICECS49266.2020.9294983⟩ Communication dans un congrès hal-02944222v1
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
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
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
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
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
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
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
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
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
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 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Dataflow Programming Model For Reconfigurable Computing Laurent Gantel,Amel Khiar,Benoît Miramond,Mohamed El Amine Benkhelifa,Fabrice Lemonnieret al. 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
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 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 Miramondet al. ReConFig'08, 2008, Mexico. pp.61-66 Communication dans un congrès hal-00404919v1
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 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
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
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
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

Poster de conférence (11)

Hybrid Neural Networks: Integrating Spikes for Energy Efficient Computation Thomas Louis,Alain Pegatoquet,Benoit Miramond,Adrien Girard IEEE. 7th International Conference on Artificial Intelligence Circuits and Systems (AICAS 2025), Apr 2025, Bordeaux, France. IEEE, pp.1-5, 2025, ⟨10.1109/AICAS64808.2025.11173113⟩ Poster de conférence hal-05052050v1
Spiking monocular event based 6D pose estimation for space application Jonathan Courtois,Benoît Miramond,Alain Pegatoquet ESA SPAICE conference 2024, Sep 2024, Oxford, United Kingdom. Zenodo, pp.394-399, 2024, ⟨10.5281/zenodo.13885633⟩ Poster de conférence hal-04705444v1
Enhancing Wireless Sensor Networks Lifetime through On-Device Prediction Imourane Abdoulaye,Laurent Rodriguez,Cécile Belleudy,Benoit Miramond IEEE. IEEE Sensors Applications Symposium (SAS2024), Jul 2024, Naples, Italy. , pp. 1-6, 2024, ⟨10.1109/SAS60918.2024.10636486⟩ Poster de conférence hal-04665196v1
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
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
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 Arenaet al. 17th Driving Simulation & Virtual Reality Conference (DSC 2018), Sep 2018, Antibes, France. , pp.2 Poster de conférence hal-01903049v1
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
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

Chapitre d'ouvrage (2)

Space Use-Case: Onboard Satellite Image Classification Edgar Lemaire,Philippe Millet,Benoit Miramond,Sébastien Bilavarn,Hadi Saoudet al. 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 istex hal-01174353v1

Brevet (3)

Déclaration d’Invention DI-14851-01 du logiciel MicroAI Pierre-Emmanuel Novac,Alain Pegatoquet,Benoit Miramond France, N° de brevet: DI-14851-01. EDGE. 2021 Brevet hal-03595177v1
Procédé hors-ligne d'allocation d'un logiciel embarqué temps réel sur une architecture microcontrôleur multicoeur et son utilisation pour des applications embarquées dans un véhicule automobile Sylvain Cotard,Wenhao Wang,Benoit Miramond,F. Camut France, Patent n° : No 3 045 870. Reference 15 62954, 2016. MCSOC. 2016 Brevet hal-01767258v1
Off-line allocation method of embedded and real-time software on a multicore architecture and its use for embedded applications in automotive vehicle Sylvain Cotard,Wenhao Wang,Benoit Miramond,Fabrice Camut France, Patent n° : PCT/FR2016/053578, Reference MFR9019 PCT, 2016. MCSOC. 2016 Brevet hal-01767246v1

Autre publication scientifique (4)

MultimodalBirds Jonathan Courtois,Jérémy Pinguet,Valentin Meunier,Fahd Chtioui,Aurélie Saulquinet al. 2026, ⟨10.5281/zenodo.17633386⟩ Autre publication scientifique hal-05540404v1
Malvoyance: des lunettes pour raconter le monde Benoit Miramond,Andrea Castagnetti 2019 Autre publication scientifique hal-02078741v1
Written and spoken digits database for multimodal learning Lyes Khacef,Laurent Rodriguez,Benoit Miramond 2019 Autre publication scientifique hal-02327938v1
Hardware vision architecture for autonomous navigation Laurent Fiack,Nicolas Cuperlier,Benoit Miramond GDR Soc-Sip, 2013 Autre publication scientifique hal-02533050v1

Pré-publication, Document de travail (3)

A Heterogeneous SoC Design with RISC-V Processor and SNN Accelerator for Edge AI Wenfei Song,Benoit Miramond,Alain Pegatoquet 2026 Pré-publication, Document de travail hal-05506403v1
Generalization Ability of Deep Learning Algorithms Trained using SEM Data for Objects Classification Yasmina Zaky,Nicolas Fortino,Benoit Miramond,Jean-Yves Dauvignac 2021 Pré-publication, Document de travail hal-03264386v1
Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning Lyes Khacef,Laurent Rodriguez,Benoit Miramond 2020 Pré-publication, Document de travail hal-02545434v1

Rapport (1)

Architectural exploration of hardware Spiking Neural Networks integrating Non-Volatile Memories Edgar Lemaire,Benoit Miramond,François Duhem [Internship report] Université de Nice Sophia-Antipolis (UNS). 2018 Rapport hal-02142993v1