| 2025 | CVPR | Graph Neural Network Combining Event Stream and Periodic Aggregation for Low-Latency Event-based Vision. | Manon Dampfhoffer, Thomas Mesquida, Damien Joubert, Thomas Dalgaty, Pascal Vivet, Christoph Posch |
| 2025 | IJCNN | Exploring the Trade-Off between Model Complexity and Numerical Precision for Efficient Edge AI Inference. | Yannick Malot, Thomas Mesquida |
| 2025 | ISCAS | Event-based Audio Prediction with Spectro-Temporal Event-Graphs. | Lars Rafeldt, Thomas Mesquida, Hiroshi Nakano, Manon Dampfhoffer, Filippo Moro, Pascal Vivet, Melika Payvand, Thomas Dalgaty |
| 2024 | CVPR | Neuromorphic Lip-Reading with Signed Spiking Gated Recurrent Units. | Manon Dampfhoffer, Thomas Mesquida |
| 2023 | BMVC | G2N2: Lightweight Event Stream Classification with GRU Graph Neural Networks. | Thomas Mesquida, Manon Dampfhoffer, Thomas Dalgaty, Pascal Vivet, Amos Sironi, Christoph Posch |
| 2023 | CVPR | 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 |
| 2023 | DATE | 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 |
| 2023 | ICASSP | Leveraging Sparsity with Spiking Recurrent Neural Networks for Energy-Efficient Keyword Spotting. | Manon Dampfhoffer, Thomas Mesquida, Emmanuel Hardy, Alexandre Valentian, Lorena Anghel |
| 2023 | IJCNN | Improving the Robustness of Neural Networks to Noisy Multi-Level Non-Volatile Memory-based Synapses. | Manon Dampfhoffer, Joel Minguet Lopez, Thomas Mesquida, Alexandre Valentian, Lorena Anghel |
| 2022 | ICANN | Investigating Current-Based and Gating Approaches for Accurate and Energy-Efficient Spiking Recurrent Neural Networks. | Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian, Lorena Anghel |
| 2016 | DATE | MCAPI-compliant Hardware Buffer Manager mechanism to support communication in multi-core architectures. | Thiago Raupp da Rosa, Thomas Mesquida, Romain Lemaire, Fabien Clermidy |