Spiking neural networks hardware implementations and challenges: A survey M Bouvier, A Valentian, T Mesquida, F Rummens, M Reyboz, E Vianello, ... ACM Journal on Emerging Technologies in Computing Systems (JETC) 15 (2), 1-35, 2019 | 245 | 2019 |
Advanced 3d technologies and architectures for 3d smart image sensors P Vivet, G Sicard, L Millet, S Chevobbe, KB Chehida, LA Cubero, ... 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 674-679, 2019 | 16 | 2019 |
Scalable pitch-constrained neural processing unit for 3d integration with event-based imagers M Bouvier, A Valentian, G Sicard 2021 58th ACM/IEEE Design Automation Conference (DAC), 385-390, 2021 | 4 | 2021 |
Study and design of an energy efficient perception module combining event-based image sensors and spiking neural network with 3D integration technologies M Bouvier Université Grenoble Alpes [2020-....], 2021 | 2 | 2021 |
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data C Martin-Turrero, M Bouvier, M Breitenstein, P Zanuttigh, V Parret arXiv preprint arXiv:2402.01393, 2024 | 1 | 2024 |
Observation system and associated observation method M Bouvier, A Valentian US Patent App. 18/066,531, 2023 | | 2023 |
Pulsing synaptic devices based on phase-change memory to increase the linearity in weight update SK Fabio Carta, Matthew Joseph BrightSky, Wanki Kim, Maxence Bouvier US Patent US11557343B2, 2022 | | 2022 |
Device for compensating movement of an event-driven sensor and associated observation system and method M Bouvier, A Valentian US Patent App. 17/449,304, 2022 | | 2022 |
Etude et conception d'une brique de perception efficace énergétiquement combinant capteurs d'images évènementiels et réseau de neurones impulsionnels en intégration 3D M Bouvier Université Grenoble Alpes, 2021 | | 2021 |