Trainable quantization for Speedy Spiking Neural Networks
Castagnetti, Andrea, Pegatoquet, Alain, Miramond, Benoît
Published in Frontiers in neuroscience (03.03.2023)
Published in Frontiers in neuroscience (03.03.2023)
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Journal Article
SPIDEN: deep Spiking Neural Networks for efficient image denoising
Castagnetti, Andrea, Pegatoquet, Alain, Miramond, Benoît
Published in Frontiers in neuroscience (11.08.2023)
Published in Frontiers in neuroscience (11.08.2023)
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Journal Article
A Unified Software/Hardware Scalable Architecture for Brain-Inspired Computing Based on Self-Organizing Neural Models
Muliukov, Artem R, Rodriguez, Laurent, Miramond, Benoit, Khacef, Lyes, Schmidt, Joachim, Berthet, Quentin, Upegui, Andres
Published in Frontiers in neuroscience (02.03.2022)
Published in Frontiers in neuroscience (02.03.2022)
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Journal Article
UCA-EHAR: A Dataset for Human Activity Recognition with Embedded AI on Smart Glasses
Novac, Pierre-Emmanuel, Pegatoquet, Alain, Miramond, Benoît, Caquineau, Christophe
Published in Applied sciences (01.04.2022)
Published in Applied sciences (01.04.2022)
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Journal Article
Semi-Decentralized Prediction Method for Energy-Efficient Wireless Sensor Networks
Abdoulaye, Imourane, Belleudy, Cecile, Rodriguez, Laurent, Miramond, Benoit
Published in IEEE sensors letters (01.04.2024)
Published in IEEE sensors letters (01.04.2024)
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Journal Article
Energy Saving in a Wireless Sensor Network by Data Prediction by using Self-Organized Maps
Russo, Adrien, Verdier, François, Miramond, Benoît
Published in Procedia computer science (01.01.2018)
Published in Procedia computer science (01.01.2018)
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Journal Article
Embedded and real-time architecture for bio-inspired vision-based robot navigation
Fiack, Laurent, Cuperlier, Nicolas, Miramond, Benoît
Published in Journal of real-time image processing (01.12.2015)
Published in Journal of real-time image processing (01.12.2015)
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Journal Article
Quantization and Deployment of Deep Neural Networks on Microcontrollers
Novac, Pierre-Emmanuel, Boukli Hacene, Ghouthi, Pegatoquet, Alain, Miramond, Benoît, Gripon, Vincent
Published in Sensors (Basel, Switzerland) (23.04.2021)
Published in Sensors (Basel, Switzerland) (23.04.2021)
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Journal Article
Confronting machine-learning with neuroscience for neuromorphic architectures design
Khacef, Lyes, Abderrahmane, Nassim, Miramond, Benoit
Published in 2018 International Joint Conference on Neural Networks (IJCNN) (01.07.2018)
Published in 2018 International Joint Conference on Neural Networks (IJCNN) (01.07.2018)
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Conference Proceeding
Internet of Things terminal with Embedded Machine Learning Capabilities for Terrestrial and Space Communication Experiments
Lic, Tran Van, Ferrero, Fabien, Huy, Trinh Le, Nguyen, Manh Thao, Rodriguez, Laurent, Novac, Pierre-Emmanuel, Miramond, Benoit, Pegatoquet, Alain
Published in 2023 International Conference on Advanced Technologies for Communications (ATC) (19.10.2023)
Published in 2023 International Conference on Advanced Technologies for Communications (ATC) (19.10.2023)
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Conference Proceeding
Pruning Self-Organizing Maps for Cellular Hardware Architectures
Upegui, Andres, Girau, Bernard, Rougier, Nicolas, Vannel, Fabien, Miramond, Benot
Published in 2018 NASA/ESA Conference on Adaptive Hardware and Systems (AHS) (01.08.2018)
Published in 2018 NASA/ESA Conference on Adaptive Hardware and Systems (AHS) (01.08.2018)
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Conference Proceeding
Generation of schedule tables on multi-core systems for AUTOSAR applications
Wenhao Wang, Camut, Fabrice, Miramond, Benoit
Published in 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP) (01.10.2016)
Published in 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP) (01.10.2016)
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Conference Proceeding