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Gregor Lenz
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Year
Training spiking neural networks using lessons from deep learning
JK Eshraghian, M Ward, EO Neftci, X Wang, G Lenz, G Dwivedi, ...
Proceedings of the IEEE, 2023
2712023
Event-based face detection and tracking using the dynamics of eye blinks
G Lenz, SH Ieng, R Benosman
Frontiers in Neuroscience 14, 495936, 2020
49*2020
The developing human connectome project neonatal data release
AD Edwards, D Rueckert, SM Smith, S Abo Seada, A Alansary, T Arichi, ...
Frontiers in neuroscience 16, 886772, 2022
452022
Tonic: event-based datasets and transformations
G Lenz, K Chaney, SB Shrestha, O Oubari, S Picaud, G Zarrella
Documentation available under https://tonic. readthedocs. io, 2021
26*2021
Exodus: Stable and efficient training of spiking neural networks
FC Bauer, G Lenz, S Haghighatshoar, S Sheik
Frontiers in Neuroscience 17, 1110444, 2023
122023
Adversarial attacks on spiking convolutional networks for event-based vision
J Büchel, G Lenz, Y Hu, S Sheik, M Sorbaro
12*2021
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking
J Yik, SH Ahmed, Z Ahmed, B Anderson, AG Andreou, C Bartolozzi, ...
arXiv preprint arXiv:2304.04640, 2023
112023
Event-based visual gesture recognition with background suppression running on a smart-phone
JM Maro, G Lenz, C Reeves, R Benosman
2019 14th IEEE International Conference on Automatic Face & Gesture …, 2019
112019
Training spiking neural networks using lessons from deep learning. arXiv
JK Eshraghian, M Ward, E Neftci, X Wang, G Lenz, G Dwivedi, ...
arXiv preprint arXiv:2109.12894, 2021
92021
A mixed-signal spatio-temporal signal classifier for on-sensor spike sorting
G Haessig, DG Lesta, G Lenz, R Benosman, P Dudek
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
62020
A sampling-based approach for efficient clustering in large datasets
G Exarchakis, O Oubari, G Lenz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
52022
Neuromorphic intermediate representation: a unified instruction set for interoperable brain-inspired computing
JE Pedersen, S Abreu, M Jobst, G Lenz, V Fra, FC Bauer, DR Muir, ...
arXiv preprint arXiv:2311.14641, 2023
32023
Efficient spatio-temporal feature clustering for large event-based datasets
O Oubari, G Exarchakis, G Lenz, R Benosman, SH Ieng
Neuromorphic Computing and Engineering 2 (4), 044004, 2022
12022
Neuromorphic algorithms and hardware for event-based processing
G Lenz
Sorbonne université, 2021
12021
Ultra-low-power Image Classification on Neuromorphic Hardware
G Lenz, G Orchard, S Sheik
arXiv preprint arXiv:2309.16795, 2023
2023
A Framework for Event-based Computer Vision on a Mobile Device
G Lenz, S Picaud, SH Ieng
arXiv preprint arXiv:2205.06836, 2022
2022
REGULAR PAPERS ISSUE
JK Eshraghian, M Ward, EO Neftci, X Wang, G Lenz, G Dwivedi, ...
Live Demonstration: End-to-end Event-driven Sensing and Computing for Body Gesture Recognition on an Ultra Low Power Neuromorphic SoC
Y Xing, Y Liu, N Kuepelioglu, F Bauer, K Wang, Y Hu, G Lenz, Y Ren, ...
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Articles 1–18