Fast and energy-efficient neuromorphic deep learning with first-spike times J Göltz, L Kriener, A Baumbach, S Billaudelle, O Breitwieser, B Cramer, ... Nature Machine Intelligence 3 (9), 823-835, 2021 | 136* | 2021 |
An accelerated analog neuromorphic hardware system emulating NMDA-and calcium-based non-linear dendrites J Schemmel, L Kriener, P Müller, K Meier 2017 International Joint Conference on Neural Networks (IJCNN), 2217-2226, 2017 | 88 | 2017 |
A mixed-signal structured adex neuron for accelerated neuromorphic cores SA Aamir, P Müller, G Kiene, L Kriener, Y Stradmann, A Grübl, ... IEEE transactions on biomedical circuits and systems 12 (5), 1027-1037, 2018 | 55 | 2018 |
Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons P Haider, B Ellenberger, L Kriener, J Jordan, W Senn, MA Petrovici Advances in Neural Information Processing Systems 34, 17839-17851, 2021 | 21 | 2021 |
The yin-yang dataset L Kriener, J Göltz, MA Petrovici Proceedings of the 2022 Annual Neuro-Inspired Computational Elements …, 2022 | 17 | 2022 |
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 | 11 | 2023 |
From LIF to AdEx neuron models: Accelerated analog 65 nm CMOS implementation SA Aamir, P Müller, L Kriener, G Kiene, J Schemmel, K Meier 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2017 | 11 | 2017 |
Learning efficient backprojections across cortical hierarchies in real time K Max, L Kriener, GP García, T Nowotny, W Senn, MA Petrovici arXiv preprint arXiv:2212.10249, 2022 | 2 | 2022 |
Characterization of Single-Neuron Dynamics in the Development of Neuromorphic Hardware L Kriener Kirchhoff Institute for Physics, Heidelberg University, 2017 | 2 | 2017 |
Fast and Energy-efficient deep Neuromorphic Learning J Göltz, L Kriener, V Sabado, MA Petrovici Brain-inspired Computing, 17, 2021 | 1 | 2021 |
Neuronal Dynamics: Silicon vs. Biology L Kriener, P Müller, S Billaudelle, J Schemmel, K Meier 1st Human Brain Project Student Conference, 80, 2017 | 1 | 2017 |
Backpropagation through space, time, and the brain B Ellenberger, P Haider, J Jordan, K Max, I Jaras, L Kriener, F Benitez, ... arXiv preprint arXiv:2403.16933, 2024 | | 2024 |
Order from chaos: Interplay of development and learning in recurrent networks of structured neurons L Kriener, K Völk, B von Hünerbein, F Benitez, W Senn, MA Petrovici arXiv preprint arXiv:2402.16763, 2024 | | 2024 |
Gradient-based methods for spiking physical systems J Göltz, S Billaudelle, L Kriener, L Blessing, C Pehle, E Müller, ... arXiv preprint arXiv:2309.10823, 2023 | | 2023 |
Deep Learning in Neuronal and Neuromorphic Systems L Kriener Department of Physiology, University of Bern, 2023 | | 2023 |