Benoît Miramond

82 papers A 1B 13C 7Journal 35Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Saccade-inspired Approach to Image Classification using Vision Transformer Attention Maps. CoRR Matthis Dallain, Laurent Rodriguez, Laurent Udo Perrinet, Benoît Miramond
2025	J	`jnl`	All in one timestep: Enhancing Sparsity and Energy efficiency in Multi-level Spiking Neural Networks. CoRR Andrea Castagnetti, Alain Pegatoquet, Benoît Miramond
2025	—	`conf`	BrAMA: A Data-Efficient Brain-Inspired Architecture for Semi-Supervised Multi-Modal Association. ICDM (Workshops) Jonathan Grienay, Marina Reyboz, Martial Mermillod, Laurent Rodriguez, Benoît Miramond
2025	B	`conf`	Cross-Modal Neuromorphic Semantic Segmentation based on Knowledge Distillation. IJCNN Dalia Hareb, Jean Martinet, Benoît Miramond
2025	J	`jnl`	Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event. CoRR D. Hareb, Jean Martinet, Benoît Miramond
2025	—	`conf`	Hardware-Aware Neural Architecture Search for Memory constrained Embedded Neural Networks Accelerators. AICAS Andrea Castagnetti, Alain Pegatoquet, Benoît Miramond, Olivier Montfort, Vincent Huard
2025	—	`conf`	Hybrid Neural Networks: Integrating Spikes for Energy Efficient Computation. AICAS Thomas Louis, Alain Pegatoquet, Benoît Miramond, Adrien Girard
2025	B	`conf`	Leveraging Brain Inspired Principles for Data Efficient Multimodal Learning. IEEE Big Data Jonathan Grienay, Marina Reyboz, Martial Mermillod, Laurent Rodriguez, Benoît Miramond
2025	J	`jnl`	Predictive Data-Driven Energy Efficiency in a Field-Deployed Wireless Sensor Network. IEEE Trans. Instrum. Meas. Imourane Abdoulaye, Anthony Vigneron, Laurent Rodriguez, Cécile Belleudy, Benoît Miramond
2025	J	`jnl`	Spiking monocular event based 6D pose estimation for space application. CoRR Jonathan Courtois, Benoît Miramond, Alain Pegatoquet
2024	B	`conf`	Embedded event based object detection with spiking neural network. IJCNN Jonathan Courtois, Pierre-Emmanuel Novac, Edgar Lemaire, Alain Pegatoquet, Benoît Miramond
2024	J	`jnl`	Embedded event based object detection with spiking neural network. CoRR Jonathan Courtois, Pierre-Emmanuel Novac, Edgar Lemaire, Alain Pegatoquet, Benoît Miramond
2024	—	`conf`	On Reducing Activity with Distillation and Regularization for Energy Efficient Spiking Neural Networks. ICANN (10) Thomas Louis, Alain Pegatoquet, Benoît Miramond, Adrien Girard
2024	J	`jnl`	On Reducing Activity with Distillation and Regularization for Energy Efficient Spiking Neural Networks. CoRR Thomas Louis, Benoît Miramond, Alain Pegatoquet, Adrien Girard
2023	B	`conf`	Cortex Inspired Learning to Recover Damaged Signal Modality with ReD-SOM Model. IJCNN Artem R. Muliukov, Laurent Rodriguez, Benoît Miramond
2023	J	`jnl`	Cortex Inspired Learning to Recover Damaged Signal Modality with ReD-SOM Model. CoRR Artem R. Muliukov, Laurent Rodriguez, Benoît Miramond
2023	J	`jnl`	Neural information coding for efficient spike-based image denoising. CoRR Andrea Castagnetti, Alain Pegatoquet, Benoît Miramond
2023	B	`conf`	Time series prediction and anomaly detection with recurrent spiking neural networks. IJCNN Yann Cherdo, Benoît Miramond, Alain Pegatoquet
2023	J	`jnl`	Unsupervised Anomaly Detection for Cars CAN Sensors Time Series Using Small Recurrent and Convolutional Neural Networks. Sensors Yann Cherdo, Benoît Miramond, Alain Pegatoquet, Alain Vallauri
2022	J	`jnl`	A unified software/hardware scalable architecture for brain-inspired computing based on self-organizing neural models. CoRR Artem R. Muliukov, Laurent Rodriguez, Benoît Miramond, Lyes Khacef, Joachim Schmidt, Quentin Berthet, Andres Upegui
2022	—	`conf`	An Analytical Estimation of Spiking Neural Networks Energy Efficiency. ICONIP (1) Edgar Lemaire, Loïc Cordone, Andrea Castagnetti, Pierre-Emmanuel Novac, Jonathan Courtois, Benoît Miramond
2022	J	`jnl`	An Analytical Estimation of Spiking Neural Networks Energy Efficiency. CoRR Edgar Lemaire, Loïc Cordone, Andrea Castagnetti, Pierre-Emmanuel Novac, Jonathan Courtois, Benoît Miramond
2022	J	`jnl`	Efficiency analysis of artificial vs. Spiking Neural Networks on FPGAs. J. Syst. Archit. Zhuoer Li, Edgar Lemaire, Nassim Abderrahmane, Sébastien Bilavarn, Benoît Miramond
2022	B	`conf`	Object Detection with Spiking Neural Networks on Automotive Event Data. IJCNN Loïc Cordone, Benoît Miramond, Philippe Thiérion
2022	J	`jnl`	Object Detection with Spiking Neural Networks on Automotive Event Data. CoRR Loïc Cordone, Benoît Miramond, Philippe Thiérion
2022	B	`conf`	SPLEAT: SPiking Low-power Event-based ArchiTecture for in-orbit processing of satellite imagery. IJCNN Nassim Abderrahmane, Benoît Miramond, Erwann Kervennic, Adrien Girard
2022	J	`jnl`	Synaptic Activity and Hardware Footprint of Spiking Neural Networks in Digital Neuromorphic Systems. ACM Trans. Embed. Comput. Syst. Edgar Lemaire, Benoît Miramond, Sébastien Bilavarn, Hadi Saoud, Nassim Abderrahmane
2021	B	`conf`	Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks. IJCNN Loïc Cordone, Benoît Miramond, Sonia Ferrante
2021	J	`jnl`	Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks. CoRR Loïc Cordone, Benoît Miramond, Sonia Ferrante
2021	J	`jnl`	Quantization and Deployment of Deep Neural Networks on Microcontrollers. CoRR Pierre-Emmanuel Novac, Ghouthi Boukli Hacene, Alain Pegatoquet, Benoît Miramond, Vincent Gripon
2021	J	`jnl`	Quantization and Deployment of Deep Neural Networks on Microcontrollers. Sensors Pierre-Emmanuel Novac, Ghouthi Boukli Hacene, Alain Pegatoquet, Benoît Miramond, Vincent Gripon
2021	J	`jnl`	Reentrant Self-Organizing Map: Toward Brain-Inspired Multimodal Association. ERCIM News Lyes Khacef, Laurent Rodriguez, Benoît Miramond
2021	J	`jnl`	Self-Organizing Machine Architecture. ERCIM News Bernard Girau, Benoît Miramond, Nicolas P. Rougier, Andres Upegui
2020	C	`conf`	An FPGA-Based Hybrid Neural Network Accelerator for Embedded Satellite Image Classification. ISCAS Edgar Lemaire, Matthieu Moretti, Lionel Daniel, Benoît Miramond, Philippe Millet, Frédéric Feresin, Sébastien Bilavarn
2020	J	`jnl`	Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning. CoRR Lyes Khacef, Laurent Rodriguez, Benoît Miramond
2020	J	`jnl`	Design Space Exploration of Hardware Spiking Neurons for Embedded Artificial Intelligence. Neural Networks Nassim Abderrahmane, Edgar Lemaire, Benoît Miramond
2020	—	`conf`	Dynamic Structural and Computational Resource Allocation for Self-Organizing Architectures. ICECS Pierre-Emmanuel Novac, Andres Upegui, Diego Barrientos, Claudio Sousa, Laurent Rodriguez, Benoît Miramond
2020	—	`conf`	GPU-Based Self-Organizing Maps for Post-labeled Few-Shot Unsupervised Learning. ICONIP (2) Lyes Khacef, Vincent Gripon, Benoît Miramond
2020	J	`jnl`	GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning. CoRR Lyes Khacef, Vincent Gripon, Benoît Miramond
2020	—	`conf`	Improving Self-Organizing Maps with Unsupervised Feature Extraction. ICONIP (2) Lyes Khacef, Laurent Rodriguez, Benoît Miramond
2020	J	`jnl`	Improving Self-Organizing Maps with Unsupervised Feature Extraction. CoRR Lyes Khacef, Laurent Rodriguez, Benoît Miramond
2020	B	`conf`	Neural coding: adapting spike generation for embedded hardware classification. IJCNN Nassim Abderrahmane, Benoît Miramond
2020	C	`conf`	Toward unsupervised Human Activity Recognition on Microcontroller Units. DSD Pierre-Emmanuel Novac, Andrea Castagnetti, Adrien Russo, Benoît Miramond, Alain Pegatoquet, François Verdier
2019	J	`jnl`	Design Space Exploration of Hardware Spiking Neurons for Embedded Artificial Intelligence. CoRR Nassim Abderrahmane, Edgar Lemaire, Benoît Miramond
2019	B	`conf`	Energy consumption minimization on LoRaWAN sensor network by using an Artificial Neural Network based application. SAS Roland Kromes, Adrien Russo, Benoît Miramond, François Verdier
2019	C	`conf`	Information Coding and Hardware Architecture of Spiking Neural Networks. DSD Nassim Abderrahmane, Benoît Miramond
2019	J	`jnl`	Learning-Based Adaptive Management of QoS and Energy for Mobile Robotic Missions. Int. J. Semantic Comput. Dinh-Khanh Ho, Karim Ben Chehida, Benoît Miramond, Michel Auguin
2019	—	`conf`	QoS and Energy-Aware Run-Time Adaptation for Mobile Robotic Missions: A Learning Approach. IRC Dinh-Khanh Ho, Karim Ben Chehida, Benoît Miramond, Michel Auguin
2019	B	`conf`	Self-organizing neurons: toward brain-inspired unsupervised learning. IJCNN Lyes Khacef, Benoît Miramond, Diego Barrientos, Andres Upegui
2019	B	`conf`	Specialized visual sensor coupled to a dynamic neural field for embedded attentional process. SAS Marino Rasamuel, Lyes Khacef, Laurent Rodriguez, Benoît Miramond
2019	—	`conf`	Synchronous approach for modeling spiking neurons. BioCAS Marino Rasamuel, Daniel Gaffé, Timothée Levi, Benoît Miramond
2018	C	`conf`	A distributed cellular approach of large scale SOM models for hardware implementation. IPAS Laurent Rodriguez, Lyes Khacef, Benoît Miramond
2018	B	`conf`	Confronting machine-learning with neuroscience for neuromorphic architectures design. IJCNN Lyes Khacef, Nassim Abderrahmane, Benoît Miramond
2018	—	`conf`	Energy Saving in a Wireless Sensor Network by Data Prediction by using Self-Organized Maps. ANT/SEIT Adrien Russo, François Verdier, Benoît Miramond
2018	C	`conf`	Neuromorphic Computing - From Robust Hardware Architectures to Testing Strategies. VLSI-SoC Lorena Anghel, Denys Ly, Giorgio Di Natale, Benoît Miramond, Elena-Ioana Vatajelu, Elisa Vianello
2018	J	`jnl`	Neuromorphic hardware as a self-organizing computing system. CoRR Lyes Khacef, Bernard Girau, Nicolas P. Rougier, Andres Upegui, Benoît Miramond
2018	—	`conf`	Pruning Self-Organizing Maps for Cellular Hardware Architectures. AHS Andres Upegui, Bernard Girau, Nicolas P. Rougier, Fabien Vannel, Benoît Miramond
2018	—	`conf`	Towards a Multi-mission QoS and Energy Manager for Autonomous Mobile Robots. IRC Dinh-Khanh Ho, Karim Ben Chehida, Benoît Miramond, Michel Auguin
2016	—	`conf`	Attention-based smart-camera for spatial cognition. ICDSC Nicolas Cuperlier, Hakim Guedjou, Frédéric de Melo, Benoît Miramond
2016	—	`conf`	FPGA-based bio-inspired architecture for multi-scale attentional vision. DASIP Nicolas Cuperlier, Frédéric Demelo, Benoît Miramond
2016	—	`conf`	Generation of schedule tables on multi-core systems for AUTOSAR applications. DASIP Wenhao Wang, Fabrice Camut, Benoît Miramond
2015	J	`jnl`	Embedded and real-time architecture for bio-inspired vision-based robot navigation. J. Real Time Image Process. Laurent Fiack, Nicolas Cuperlier, Benoît Miramond
2015	—	`conf`	Hardware design of a neural processing unit for bio-inspired computing. NEWCAS Laurent Fiack, Laurent Rodriguez, Benoît Miramond
2015	J	`jnl`	Toward a Sparse Self-Organizing Map for Neuromorphic Architectures. ACM J. Emerg. Technol. Comput. Syst. Laurent Rodriguez, Benoît Miramond, Bertrand Granado
2014	—	`conf`	Dynamic parallel reconfiguration for self-adaptive hardware architectures. AHS Laurent Fiack, Benoît Miramond, Andres Upegui, Fabien Vannel
2013	—	`conf`	A neural model for hardware plasticity in artificial vision systems. DASIP Laurent Rodriguez, Laurent Fiack, Benoît Miramond
2013	—	`conf`	Session 6: Smart and adaptive devices. DASIP Benoît Miramond
2012	—	`conf`	Embodied Computing: Self-adaptation in Bio-inspired Reconfigurable Architectures. IPDPS Workshops Laurent Rodriguez, Benoît Miramond, Imen Kalbousi, Bertrand Granado
2012	J	`jnl`	Enhancing Reconfigurable Platforms Programmability for Synchronous Data-Flow Applications. ACM Trans. Reconfigurable Technol. Syst. Laurent Gantel, Amel Khiar, Benoît Miramond, Mohamed El Amine Benkhelifa, Lounis Kessal, Fabrice Lemonnier, Jimmy Le Rhun
2012	—	`conf`	Middleware based executive for embedded reconfigurable platforms. DASIP Amel Khiar, N. Knecht, Laurent Gantel, S. Lkad, Benoît Miramond
2011	—	`conf`	Dataflow programming model for reconfigurable computing. ReCoSoC Laurent Gantel, Amel Khiar, Benoît Miramond, Mohamed El Amine Benkhelifa, Fabrice Lemonnier, Lounis Kessal
2011	—	`conf`	Self-organization of reconfigurable processing elements during mobile robots missions. ReCoSoC Laurent Rodriguez, Jérôme Fellus, Benoît Miramond
2010	—	`conf`	Generation of static tables in embedded memory with dense scheduling. DASIP Benoît Miramond, Liliana Cucu-Grosjean
2009	J	`jnl`	OveRSoC: A Framework for the Exploration of RTOS for RSoC Platforms. Int. J. Reconfigurable Comput. Benoît Miramond, Emmanuel Huck, François Verdier, Mohamed El Amine Benkhelifa, Bertrand Granado, Thomas LeFebvre, Mehdi Aïchouch, Jean-Christophe Prévotet, Yaset Oliva, Daniel Chillet, Sébastien Pillement
2009	J	`jnl`	Run-Time HW/SW Scheduling of Data Flow Applications on Reconfigurable Architectures. EURASIP J. Embed. Syst. Fakhreddine Ghaffari, Benoît Miramond, François Verdier
2008	—	`conf`	A Framework for the Exploration of RTOS Dedicated to the Management of Hardware Reconfigurable Resources. ReConFig Jean-Christophe Prévotet, Mohamed El Amine Benkhelifa, Bertrand Granado, Emmanuel Huck, Benoît Miramond, François Verdier, Daniel Chillet, Sébastien Pillement
2008	C	`conf`	Dynamic Adaptation of Hardware-Software Scheduling for Reconfigurable System-on-Chip. IEEE International Workshop on Rapid System Prototyping Fakhreddine Ghaffari, Benoît Miramond, François Verdier
2008	J	`jnl`	Technique de réduction adaptative de l'espace de recherche pour les méthodes d'optimisation par recherche locale. Tech. Sci. Informatiques Benoît Miramond
2008	J	`jnl`	Using High-Level RTOS Models for HW/SW Embedded Architecture Exploration: Case Study on Mobile Robotic Vision. EURASIP J. Embed. Syst. François Verdier, Benoît Miramond, Mickaël Maillard, Emmanuel Huck, Thomas LeFebvre
2006	J	`jnl`	Technique de réduction d'ordonnancements hors-ligne pour applications embarquAes à contraintes temps-réel. Optimisation hors-ligne d'ordonnancements temps-réel. Tech. Sci. Informatiques Benoît Miramond
2005	C	`conf`	Decision guide environment for design space exploration. ETFA Benoît Miramond, Jean-Marc Delosme
2005	A	`conf`	Design Space Exploration for Dynamically Reconfigurable Architectures. DATE Benoît Miramond, Jean-Marc Delosme