Manon Dampfhoffer

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Global Exponential Stability

Keyword Spotting

Hardware Implementation

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

Manon Dampfhoffer, Thomas Mesquida, Emmanuel Hardy, Alexandre Valentian, Lorena Anghel
Leveraging Sparsity with Spiking Recurrent Neural Networks for Energy-Efficient Keyword Spotting. ICASSP (2023)
Manon Dampfhoffer, Joel Minguet Lopez, Thomas Mesquida, Alexandre Valentian, Lorena Anghel
Improving the Robustness of Neural Networks to Noisy Multi-Level Non-Volatile Memory-based Synapses. IJCNN (2023)
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
1S1R Sub-Threshold Operation in Crossbar Arrays for Neural Networks Hardware Implementation. MIXDES (2023)
Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian, Lorena Anghel
Are SNNs Really More Energy-Efficient Than ANNs? an In-Depth Hardware-Aware Study. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Thomas Mesquida, Manon Dampfhoffer, Thomas Dalgaty, Pascal Vivet, Amos Sironi, Christoph Posch
G2N2: Lightweight Event Stream Classification with GRU Graph Neural Networks. BMVC (2023)
Manon Dampfhoffer, Thomas Mesquida, Alexandre Valentian, Lorena Anghel
Investigating Current-Based and Gating Approaches for Accurate and Energy-Efficient Spiking Recurrent Neural Networks. ICANN (3) (2022)