Benoît Miramond
Benoît Miramond
Full professor, Université Côte d'Azur, LEAT
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Quantization and deployment of deep neural networks on microcontrollers
PE Novac, G Boukli Hacene, A Pegatoquet, B Miramond, V Gripon
Sensors 21 (9), 2984, 2021
Object detection with spiking neural networks on automotive event data
L Cordone, B Miramond, P Thierion
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
Design space exploration of hardware spiking neurons for embedded artificial intelligence
N Abderrahmane, E Lemaire, B Miramond
Neural Networks 121, 366-386, 2020
Confronting machine-learning with neuroscience for neuromorphic architectures design
L Khacef, N Abderrahmane, B Miramond
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
Design space exploration for dynamically reconfigurable architectures
B Miramond, JM Delosme
Design, Automation and Test in Europe, 366-371, 2005
Embedded and real-time architecture for bio-inspired vision-based robot navigation
L Fiack, N Cuperlier, B Miramond
Journal of Real-Time Image Processing 10 (4), 699-722, 2015
Learning from event cameras with sparse spiking convolutional neural networks
L Cordone, B Miramond, S Ferrante
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
An analytical estimation of spiking neural networks energy efficiency
E Lemaire, L Cordone, A Castagnetti, PE Novac, J Courtois, B Miramond
International Conference on Neural Information Processing, 574-587, 2022
Toward a sparse self-organizing map for neuromorphic architectures
L Rodriguez, B Miramond, B Granado
ACM Journal on Emerging Technologies in Computing Systems (JETC) 11 (4), 1-25, 2015
Toward unsupervised human activity recognition on microcontroller units
PE Novac, A Castagnetti, A Russo, B Miramond, A Pegatoquet, F Verdier
2020 23rd Euromicro Conference on Digital System Design (DSD), 542-550, 2020
Self-organizing neurons: toward brain-inspired unsupervised learning
L Khacef, B Miramond, D Barrientos, A Upegui
2019 International Joint Conference on Neural Networks (IJCNN), 1-9, 2019
Hardware design of a neural processing unit for bio-inspired computing
L Fiack, L Rodriguez, B Miramond
2015 IEEE 13th International New Circuits and Systems Conference (NEWCAS), 1-4, 2015
Using high-level RTOS models for HW/SW embedded architecture exploration: case study on mobile robotic vision
F Verdier, B Miramond, M Maillard, E Huck, T Lefebvre
EURASIP Journal on Embedded Systems 2008, 1-17, 2008
OveRSoC: a framework for the exploration of RTOS for RSoC platforms
B Miramond, E Huck, F Verdier, A Benkhelifa, B Granado, T Lefebvre, ...
International Journal of Reconfigurable Computing 2009 (1), 450607, 2009
Mayfly Optimization Algorithm Applied to the Design of PSS and SSSC‐POD Controllers for Damping Low‐Frequency Oscillations in Power Systems
EV Fortes, LFB Martins, MVS Costa, L Carvalho, LH Macedo, R Romero
International Transactions on Electrical Energy Systems 2022 (1), 5612334, 2022
An fpga-based hybrid neural network accelerator for embedded satellite image classification
E Lemaire, M Moretti, L Daniel, B Miramond, P Millet, F Feresin, ...
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning
L Khacef, L Rodriguez, B Miramond
MDPI Electronics, 2020
A neural model for hardware plasticity in artificial vision systems
L Rodriguez, L Fiack, B Miramond
2013 Conference on Design and Architectures for Signal and Image Processing …, 2013
Improving self-organizing maps with unsupervised feature extraction
L Khacef, L Rodriguez, B Miramond
Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020
Enhancing reconfigurable platforms programmability for synchronous data-flow applications
L Gantel, A Khiar, B Miramond, MEA Benkhelifa, L Kessal, F Lemonnier, ...
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 5 (3), 1-16, 2012
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