Thomas Mesquida

Researcher, DRT/LIST/DSCIN, CEA

Joined

November 2022

Names

Thomas Mesquida (Preferred)

Emails

****@cea.fr (Confirmed)

Personal Links

Career & Education History

Researcher

DRT/LIST/DSCIN, CEA (cea.fr)

2019 – Present

PhD student

DRT/LIST/DSCIN, CEA (cea.fr)

2015 – 2018

Advisors, Relations & Conflicts

Coauthor

Posch Christoph

2020 – Present

PhD Advisor

Beigne Edith

2015 – 2018

Expertise

GNNs

2020 – Present

SNNs

2015 – Present

IC

2015 – Present

Publications

Exploring the Trade-Off between Model Complexity and Numerical Precision for Efficient Edge AI Inference
Yannick Malot, Thomas Mesquida
- Submitted to ICLR 2025
- Readers: Everyone
Backpropagation-Based Learning Techniques for Deep Spiking Neural Networks: A Survey
Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian, Lorena Anghel
- IEEE Trans. Neural Networks Learn. Syst. 2024
- Readers: Everyone
Neuromorphic Lip-Reading with Signed Spiking Gated Recurrent Units
Manon Dampfhoffer, Thomas Mesquida
- CVPR Workshops 2024
- Readers: Everyone
Scaling-up Memristor Monte Carlo with magnetic domain-wall physics
Thomas Dalgaty, Shogo Yamada, Anca Molnos, Eiji Kawasaki, Thomas Mesquida, Rummens François, TATSUO SHIBATA, Yukihiro Urakawa, Yukio Terasaki, Tomoyuki Sasaki, Marc Duranton
- MLNCP Oral
- Readers: Everyone
Are SNNs Really More Energy-Efficient Than ANNs? an In-Depth Hardware-Aware Study
Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian, Lorena Anghel
- Published: 01 Jan 2023, Last Modified: 08 Nov 2023
- IEEE Trans. Emerg. Top. Comput. Intell. 2023
- Readers: Everyone
HUGNet: Hemi-Spherical Update Graph Neural Network applied to low-latency event-based optical flow
Thomas Dalgaty, Thomas Mesquida, Damien Joubert, Amos Sironi, Pascal Vivet, Christoph Posch
- CVPR Workshops 2023
- Readers: Everyone
G2N2: Lightweight Event Stream Classification with GRU Graph Neural Networks
Thomas Mesquida, Manon Dampfhoffer, Thomas Dalgaty, Pascal Vivet, Amos Sironi, Christoph Posch
- BMVC 2023
- Readers: Everyone
The CNN vs. SNN Event-camera Dichotomy and Perspectives For Event-Graph Neural Networks
Thomas Dalgaty, Thomas Mesquida, Damien Joubert, Amos Sironi, Cyrille Soubeyrat, Pascal Vivet, Christoph Posch
- DATE 2023
- Readers: Everyone
Scaling-up Memristor Monte Carlo with magnetic domain-wall physics
Thomas Dalgaty, Shogo Yamada, Anca Molnos, Eiji Kawasaki, Thomas Mesquida, François Rummens, Tatsuo Shibata, Yukihiro Urakawa, Yukio Terasaki, Tomoyuki Sasaki, Marc Duranton
- CoRR 2023
- Readers: Everyone
Leveraging Sparsity with Spiking Recurrent Neural Networks for Energy-Efficient Keyword Spotting
Manon Dampfhoffer, Thomas Mesquida, Emmanuel Hardy, Alexandre Valentian, Lorena Anghel
- Published: 01 Jan 2023, Last Modified: 08 Nov 2023
- ICASSP 2023
- Readers: Everyone

View all 17 publications

Co-Authors

View all 38 co-authors