Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGAInternational Workshop on Applied Reconfigurable Computing (ARC), 2025 |
 Deep activity propagation via weight initialization in spiking neural networksNeuro Inspired Computational Elements Workshop (NICE), 2024 |
 Decoding finger velocity from cortical spike trains with recurrent
spiking neural networksBiomedical Circuits and Systems Conference (BioCAS), 2024 |
 Elucidating the theoretical underpinnings of surrogate gradient learning
in spiking neural networks Julia Gygax Friedemann Zenke |
 Spiking mode-based neural networksPhysical Review E (PRE), 2023 |
