Прати
Jan Finkbeiner
Jan Finkbeiner
Neuromorphic Software Ecosystems (PGI-15) - Forschungszentrum Juelich
Верификована је имејл адреса на fz-juelich.de
Наслов
Навело
Навело
Година
Single-shot 3d detection of vehicles from monocular rgb images via geometrically constrained keypoints in real-time
N Gählert, JJ Wan, N Jourdan, J Finkbeiner, U Franke, J Denzler
2020 IEEE Intelligent Vehicles Symposium (IV), 437-444, 2020
172020
Online transformers with spiking neurons for fast prosthetic hand control
N Leroux, J Finkbeiner, E Neftci
2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-6, 2023
92023
Single-shot 3d detection of vehicles from monocular rgb images via geometry constrained keypoints in real-time
N Gählert, JJ Wan, N Jourdan, J Finkbeiner, U Franke, J Denzler
arXiv preprint arXiv:2006.13084, 2020
92020
Generating minimal training sets for machine learned potentials
J Finkbeiner, S Tovey, C Holm
Physical Review Letters 132 (16), 167301, 2024
42024
Interfacing neuromorphic hardware with machine learning frameworks-a review
J Lohoff, Z Yu, J Finkbeiner, A Kaya, K Stewart, H Wai Lui, E Neftci
Proceedings of the 2023 International Conference on Neuromorphic Systems, 1-8, 2023
42023
Efficient Data Selection Methods for the Development of Machine Learned Potentials
J Finkbeiner, S Tovey, C Holm
arXiv preprint arXiv:2108.01582, 2021
42021
A Hybrid SNN-ANN Network for Event-based Object Detection with Spatial and Temporal Attention
SH Ahmed, J Finkbeiner, E Neftci
arXiv preprint arXiv:2403.10173, 2024
22024
SNNAX-Spiking Neural Networks in JAX
J Lohoff, J Finkbeiner, E Neftci
2024 International Conference on Neuromorphic Systems (ICONS), 251-255, 2024
12024
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming
Z Yu, MJ Yang, J Finkbeiner, S Siegel, JP Strachan, E Neftci
2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS …, 2024
12024
Harnessing manycore processors with distributed memory for accelerated training of sparse and recurrent models
J Finkbeiner, T Gmeinder, M Pupilli, A Titterton, E Neftci
Proceedings of the AAAI Conference on Artificial Intelligence 38 (11), 11996 …, 2024
12024
Optimal Gradient Checkpointing for Sparse and Recurrent Architectures using Off-Chip Memory
W Bencheikh, J Finkbeiner, E Neftci
arXiv preprint arXiv:2412.11810, 2024
2024
On-Chip Learning via Transformer In-Context Learning
J Finkbeiner, E Neftci
arXiv preprint arXiv:2410.08711, 2024
2024
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models
N Leroux, PP Manea, C Sudarshan, J Finkbeiner, S Siegel, JP Strachan, ...
arXiv preprint arXiv:2409.19315, 2024
2024
Self-Supervised Pre-training of Spiking Neural Networks by Contrasting Events and Frames
R Singhal, J Finkbeiner, E Neftci
UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural …, 0
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