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 | 163 | 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 | 115 | 2022 |
Design space exploration of hardware spiking neurons for embedded artificial intelligence N Abderrahmane, E Lemaire, B Miramond Neural Networks 121, 366-386, 2020 | 58 | 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 | 52 | 2018 |
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 | 40 | 2022 |
Design space exploration for dynamically reconfigurable architectures B Miramond, JM Delosme Design, Automation and Test in Europe, 366-371, 2005 | 40 | 2005 |
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 | 36 | 2021 |
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 | 28 | 2022 |
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 | 27 | 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 | 24 | 2020 |
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 | 24 | 2015 |
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 | 21 | 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 | 21 | 2019 |
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 | 21 | 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 | 20 | 2009 |
SPLEAT: SPiking Low-power Event-based ArchiTecture for in-orbit processing of satellite imagery N Abderrahmane, B Miramond, E Kervennic, A Girard 2022 International Joint Conference on Neural Networks (IJCNN), 1-10, 2022 | 19 | 2022 |
Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning L Khacef, L Rodriguez, B Miramond MDPI Electronics, 2020 | 19 | 2020 |
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 | 18 | 2015 |
Improving self-organizing maps with unsupervised feature extraction L Khacef, L Rodriguez, B Miramond Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020 | 17 | 2020 |
UCA-EHAR: A dataset for human activity recognition with embedded AI on smart glasses PE Novac, A Pegatoquet, B Miramond, C Caquineau Applied Sciences 12 (8), 3849, 2022 | 16 | 2022 |