Manon Dampfhoffer

14 papers A* 1A 1B 1C 1Misc 1Journal 4Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Hardware-accelerated graph neural networks: an alternative approach for neuromorphic event-based audio classification and keyword spotting on SoC FPGA. CoRR Kamil Jeziorek, Piotr Wzorek, Krzysztof Blachut, Hiroshi Nakano, Manon Dampfhoffer, Thomas Mesquida, Hiroaki Nishi, Thomas Dalgaty, Tomasz Kryjak
2025	—	`conf`	Compact MEOL OxRAM with 14 Conductance Levels for Dense Embedded Inference Computing. IRPS Joel Minguet Lopez, Sylvain Barraud, Manon Dampfhoffer, Aurelie Souhaité, Theophile Dubreuil, Jean-Michel Pedini, Corinne Comboroure, Ahmed Gharbi, François Boulard, Clément Castan, Amélie Lambert, François Andrieu
2025	C	`conf`	Event-based Audio Prediction with Spectro-Temporal Event-Graphs. ISCAS Lars Rafeldt, Thomas Mesquida, Hiroshi Nakano, Manon Dampfhoffer, Filippo Moro, Pascal Vivet, Melika Payvand, Thomas Dalgaty
2025	A*	`conf`	Graph Neural Network Combining Event Stream and Periodic Aggregation for Low-Latency Event-based Vision. CVPR Manon Dampfhoffer, Thomas Mesquida, Damien Joubert, Thomas Dalgaty, Pascal Vivet, Christoph Posch
2025	—	`conf`	Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA. ARC Hiroshi Nakano, Krzysztof Blachut, Kamil Jeziorek, Piotr Wzorek, Manon Dampfhoffer, Thomas Mesquida, Hiroaki Nishi, Tomasz Kryjak, Thomas Dalgaty
2025	J	`jnl`	Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA. CoRR Hiroshi Nakano, Krzysztof Blachut, Kamil Jeziorek, Piotr Wzorek, Manon Dampfhoffer, Thomas Mesquida, Hiroaki Nishi, Tomasz Kryjak, Thomas Dalgaty
2024	J	`jnl`	Backpropagation-Based Learning Techniques for Deep Spiking Neural Networks: A Survey. IEEE Trans. Neural Networks Learn. Syst. Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian, Lorena Anghel
2024	—	`conf`	Neuromorphic Lip-Reading with Signed Spiking Gated Recurrent Units. CVPR Workshops Manon Dampfhoffer, Thomas Mesquida
2023	—	`conf`	1S1R Sub-Threshold Operation in Crossbar Arrays for Neural Networks Hardware Implementation. MIXDES Joel Minguet Lopez, Manon Dampfhoffer, Tifenn Hirtzlin, Lucas Reganaz, Laurent Grenouillet, Gabriele Navarro, Mathieu Bernard, Thomas Magis, Catherine Carabasse, Niccolo Castellani, Valentina Meli, Elisa Vianello, Damien Deleruyelle, Jean-Michel Portal, Gabriel Molas, François Andrieu
2023	J	`jnl`	Are SNNs Really More Energy-Efficient Than ANNs? an In-Depth Hardware-Aware Study. IEEE Trans. Emerg. Top. Comput. Intell. Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian, Lorena Anghel
2023	A	`conf`	G2N2: Lightweight Event Stream Classification with GRU Graph Neural Networks. BMVC Thomas Mesquida, Manon Dampfhoffer, Thomas Dalgaty, Pascal Vivet, Amos Sironi, Christoph Posch
2023	B	`conf`	Improving the Robustness of Neural Networks to Noisy Multi-Level Non-Volatile Memory-based Synapses. IJCNN Manon Dampfhoffer, Joel Minguet Lopez, Thomas Mesquida, Alexandre Valentian, Lorena Anghel
2023	Misc	`conf`	Leveraging Sparsity with Spiking Recurrent Neural Networks for Energy-Efficient Keyword Spotting. ICASSP Manon Dampfhoffer, Thomas Mesquida, Emmanuel Hardy, Alexandre Valentian, Lorena Anghel
2022	—	`conf`	Investigating Current-Based and Gating Approaches for Accurate and Energy-Efficient Spiking Recurrent Neural Networks. ICANN (3) Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian, Lorena Anghel