Benoît Miramond

According to our database, Benoît Miramond authored at least 62 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Embedded event based object detection with spiking neural network.

Jonathan Courtois, Pierre-Emmanuel Novac, Edgar Lemaire, Alain Pegatoquet, Benoît Miramond

Proceedings of the International Joint Conference on Neural Networks, 2024

On Reducing Activity with Distillation and Regularization for Energy Efficient Spiking Neural Networks.

Thomas Louis, Alain Pegatoquet, Benoît Miramond, Adrien Girard

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

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

Yann Cherdo, Benoît Miramond, Alain Pegatoquet, Alain Vallauri

Sensors, 2023

Neural information coding for efficient spike-based image denoising.

Andrea Castagnetti, Alain Pegatoquet, Benoît Miramond

CoRR, 2023

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

Artem R. Muliukov, Laurent Rodriguez, Benoît Miramond

Proceedings of the International Joint Conference on Neural Networks, 2023

Time series prediction and anomaly detection with recurrent spiking neural networks.

Yann Cherdo, Benoît Miramond, Alain Pegatoquet

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

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

Edgar Lemaire, Benoît Miramond, Sébastien Bilavarn, Hadi Saoud, Nassim Abderrahmane

ACM Trans. Embed. Comput. Syst., November, 2022

Efficiency analysis of artificial vs. Spiking Neural Networks on FPGAs.

Zhuoer Li, Edgar Lemaire, Nassim Abderrahmane, Sébastien Bilavarn, Benoît Miramond

J. Syst. Archit., 2022

A unified software/hardware scalable architecture for brain-inspired computing based on self-organizing neural models.

Artem R. Muliukov, Laurent Rodriguez, Benoît Miramond, Lyes Khacef, Joachim Schmidt, Quentin Berthet, Andres Upegui

CoRR, 2022

Object Detection with Spiking Neural Networks on Automotive Event Data.

Loïc Cordone, Benoît Miramond, Philippe Thiérion

Proceedings of the International Joint Conference on Neural Networks, 2022

SPLEAT: SPiking Low-power Event-based ArchiTecture for in-orbit processing of satellite imagery.

Nassim Abderrahmane, Benoît Miramond, Erwann Kervennic, Adrien Girard

Proceedings of the International Joint Conference on Neural Networks, 2022

An Analytical Estimation of Spiking Neural Networks Energy Efficiency.

Edgar Lemaire, Loïc Cordone, Andrea Castagnetti, Pierre-Emmanuel Novac, Jonathan Courtois, Benoît Miramond

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021

Quantization and Deployment of Deep Neural Networks on Microcontrollers.

Pierre-Emmanuel Novac, Ghouthi Boukli Hacene, Alain Pegatoquet, Benoît Miramond, Vincent Gripon

Sensors, 2021

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

Lyes Khacef, Laurent Rodriguez, Benoît Miramond

ERCIM News, 2021

Self-Organizing Machine Architecture.

Bernard Girau, Benoît Miramond, Nicolas P. Rougier, Andres Upegui

ERCIM News, 2021

Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks.

Loïc Cordone, Benoît Miramond, Sonia Ferrante

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Design Space Exploration of Hardware Spiking Neurons for Embedded Artificial Intelligence.

Nassim Abderrahmane, Edgar Lemaire, Benoît Miramond

Neural Networks, 2020

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

Lyes Khacef, Laurent Rodriguez, Benoît Miramond

CoRR, 2020

An FPGA-Based Hybrid Neural Network Accelerator for Embedded Satellite Image Classification.

Edgar Lemaire, Matthieu Moretti, Lionel Daniel, Benoît Miramond, Philippe Millet, Frédéric Feresin, Sébastien Bilavarn

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Neural coding: adapting spike generation for embedded hardware classification.

Nassim Abderrahmane, Benoît Miramond

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Improving Self-Organizing Maps with Unsupervised Feature Extraction.

Lyes Khacef, Laurent Rodriguez, Benoît Miramond

Proceedings of the Neural Information Processing - 27th International Conference, 2020

GPU-Based Self-Organizing Maps for Post-labeled Few-Shot Unsupervised Learning.

Lyes Khacef, Vincent Gripon, Benoît Miramond

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Dynamic Structural and Computational Resource Allocation for Self-Organizing Architectures.

Pierre-Emmanuel Novac, Andres Upegui, Diego Barrientos, Claudio Sousa, Laurent Rodriguez, Benoît Miramond

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

Toward unsupervised Human Activity Recognition on Microcontroller Units.

Pierre-Emmanuel Novac, Andrea Castagnetti, Adrien Russo, Benoît Miramond, Alain Pegatoquet, François Verdier

Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

2019

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

Dinh-Khanh Ho, Karim Ben Chehida, Benoît Miramond, Michel Auguin

Int. J. Semantic Comput., 2019

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

Marino Rasamuel, Lyes Khacef, Laurent Rodriguez, Benoît Miramond

Proceedings of the IEEE Sensors Applications Symposium, 2019

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

Roland Kromes, Adrien Russo, Benoît Miramond, François Verdier

Proceedings of the IEEE Sensors Applications Symposium, 2019

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

Dinh-Khanh Ho, Karim Ben Chehida, Benoît Miramond, Michel Auguin

Proceedings of the 3rd IEEE International Conference on Robotic Computing, 2019

Self-organizing neurons: toward brain-inspired unsupervised learning.

Lyes Khacef, Benoît Miramond, Diego Barrientos, Andres Upegui

Proceedings of the International Joint Conference on Neural Networks, 2019

Information Coding and Hardware Architecture of Spiking Neural Networks.

Nassim Abderrahmane, Benoît Miramond

Proceedings of the 22nd Euromicro Conference on Digital System Design, 2019

Synchronous approach for modeling spiking neurons.

Marino Rasamuel, Daniel Gaffé, Timothée Levi, Benoît Miramond

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

2018

Neuromorphic hardware as a self-organizing computing system.

Lyes Khacef, Bernard Girau, Nicolas P. Rougier, Andres Upegui, Benoît Miramond

CoRR, 2018

Neuromorphic Computing - From Robust Hardware Architectures to Testing Strategies.

Lorena Anghel, Denys Ly, Giorgio Di Natale, Benoît Miramond, Elena-Ioana Vatajelu, Elisa Vianello

Proceedings of the IFIP/IEEE International Conference on Very Large Scale Integration, 2018

Towards a Multi-mission QoS and Energy Manager for Autonomous Mobile Robots.

Dinh-Khanh Ho, Karim Ben Chehida, Benoît Miramond, Michel Auguin

Proceedings of the Second IEEE International Conference on Robotic Computing, 2018

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

Laurent Rodriguez, Lyes Khacef, Benoît Miramond

Proceedings of the IEEE International Conference on Image Processing, 2018

Confronting machine-learning with neuroscience for neuromorphic architectures design.

Lyes Khacef, Nassim Abderrahmane, Benoît Miramond

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

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

Adrien Russo, François Verdier, Benoît Miramond

Proceedings of the 9th International Conference on Ambient Systems, 2018

Pruning Self-Organizing Maps for Cellular Hardware Architectures.

Andres Upegui, Bernard Girau, Nicolas P. Rougier, Fabien Vannel, Benoît Miramond

Proceedings of the 2018 NASA/ESA Conference on Adaptive Hardware and Systems, 2018

2016

Attention-based smart-camera for spatial cognition.

Nicolas Cuperlier, Hakim Guedjou, Frédéric de Melo, Benoît Miramond

Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Generation of schedule tables on multi-core systems for AUTOSAR applications.

Wenhao Wang, Fabrice Camut, Benoît Miramond

Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), 2016

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

Nicolas Cuperlier, Frédéric Demelo, Benoît Miramond

Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), 2016

2015

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

Laurent Fiack, Nicolas Cuperlier, Benoît Miramond

J. Real Time Image Process., 2015

Toward a Sparse Self-Organizing Map for Neuromorphic Architectures.

Laurent Rodriguez, Benoît Miramond, Bertrand Granado

ACM J. Emerg. Technol. Comput. Syst., 2015

Hardware design of a neural processing unit for bio-inspired computing.

Laurent Fiack, Laurent Rodriguez, Benoît Miramond

Proceedings of the IEEE 13th International New Circuits and Systems Conference, 2015

2014

Dynamic parallel reconfiguration for self-adaptive hardware architectures.

Laurent Fiack, Benoît Miramond, Andres Upegui, Fabien Vannel

Proceedings of the 2014 NASA/ESA Conference on Adaptive Hardware and Systems, 2014

2013

A neural model for hardware plasticity in artificial vision systems.

Laurent Rodriguez, Laurent Fiack, Benoît Miramond

Proceedings of the 2013 Conference on Design and Architectures for Signal and Image Processing, 2013

Session 6: Smart and adaptive devices.

Benoît Miramond

Proceedings of the 2013 Conference on Design and Architectures for Signal and Image Processing, 2013

2012

Enhancing Reconfigurable Platforms Programmability for Synchronous Data-Flow Applications.

Laurent Gantel, Amel Khiar, Benoît Miramond, Mohamed El Amine Benkhelifa, Lounis Kessal, Fabrice Lemonnier, Jimmy Le Rhun

ACM Trans. Reconfigurable Technol. Syst., 2012

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

Laurent Rodriguez, Benoît Miramond, Imen Kalbousi, Bertrand Granado

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Middleware based executive for embedded reconfigurable platforms.

Amel Khiar, N. Knecht, Laurent Gantel, S. Lkad, Benoît Miramond

Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing, 2012

2011

Self-organization of reconfigurable processing elements during mobile robots missions.

Laurent Rodriguez, Jérôme Fellus, Benoît Miramond

Proceedings of the 6th International Workshop on Reconfigurable Communication-centric Systems-on-Chip, 2011

Dataflow programming model for reconfigurable computing.

Laurent Gantel, Amel Khiar, Benoît Miramond, Mohamed El Amine Benkhelifa, Fabrice Lemonnier, Lounis Kessal

Proceedings of the 6th International Workshop on Reconfigurable Communication-centric Systems-on-Chip, 2011

2010

Generation of static tables in embedded memory with dense scheduling.

Benoît Miramond, Liliana Cucu-Grosjean

Proceedings of the 2010 Conference on Design & Architectures for Signal & Image Processing, 2010

2009

OveRSoC: A Framework for the Exploration of RTOS for RSoC Platforms.

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

Int. J. Reconfigurable Comput., 2009

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

Fakhreddine Ghaffari, Benoît Miramond, François Verdier

EURASIP J. Embed. Syst., 2009

2008

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

Benoît Miramond

Tech. Sci. Informatiques, 2008

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

François Verdier, Benoît Miramond, Mickaël Maillard, Emmanuel Huck, Thomas LeFebvre

EURASIP J. Embed. Syst., 2008

Dynamic Adaptation of Hardware-Software Scheduling for Reconfigurable System-on-Chip.

Fakhreddine Ghaffari, Benoît Miramond, François Verdier

Proceedings of the 19th IEEE/IFIP International Symposium on Rapid System Prototyping: RSP 2009, 2008

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, Benoît Miramond, François Verdier, Daniel Chillet, Sébastien Pillement

Proceedings of the ReConFig'08: 2008 International Conference on Reconfigurable Computing and FPGAs, 2008

2006

Technique de réduction d'ordonnancements hors-ligne pour applications embarquAes à contraintes temps-réel. Optimisation hors-ligne d'ordonnancements temps-réel.

Benoît Miramond

Tech. Sci. Informatiques, 2006

2005

Decision guide environment for design space exploration.

Benoît Miramond, Jean-Marc Delosme

Proceedings of 10th IEEE International Conference on Emerging Technologies and Factory Automation, 2005

Design Space Exploration for Dynamically Reconfigurable Architectures.

Benoît Miramond, Jean-Marc Delosme

Proceedings of the 2005 Design, 2005