| Spiking neurons with short-term synaptic plasticity form superior generative networks L Leng, R Martel, O Breitwieser, I Bytschok, W Senn, J Schemmel, K Meier, ... Scientific reports 8 (1), 1-11, 2018 | 45 | 2018 |
| Differentiable hierarchical and surrogate gradient search for spiking neural networks K Che, L Leng, K Zhang, J Zhang, Q Meng, J Cheng, Q Guo, J Liao Advances in Neural Information Processing Systems 35, 24975-24990, 2022 | 41 | 2022 |
| Accelerated physical emulation of bayesian inference in spiking neural networks AF Kungl, S Schmitt, J Klähn, P Müller, A Baumbach, D Dold, A Kugele, ... Frontiers in neuroscience 13, 1201, 2019 | 39 | 2019 |
| Discrete time convolution for fast event-based stereo K Zhang, K Che, J Zhang, J Cheng, Z Zhang, Q Guo, L Leng Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 29 | 2022 |
| 25th annual computational neuroscience meeting: CNS-2016 TO Sharpee, A Destexhe, M Kawato, V Sekulić, FK Skinner, DK Wójcik, ... BMC neuroscience 17, 1-112, 2016 | 27 | 2016 |
| Neuro-modulated hebbian learning for fully test-time adaptation Y Tang, C Zhang, H Xu, S Chen, J Cheng, L Leng, Q Guo, Z He Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 25 | 2023 |
| Cortical oscillations support sampling-based computations in spiking neural networks MAP Agnes Korcsak-Gorzo, Michael G. Müller, Andreas Baumbach, Luziwei Leng ... PLOS computational biology, 2022 | 16 | 2022 |
| Accurate and efficient event-based semantic segmentation using adaptive spiking encoder–decoder network R Zhang, L Leng, K Che, H Zhang, J Cheng, Q Guo, J Liao, R Cheng IEEE Transactions on Neural Networks and Learning Systems, 2024 | 11 | 2024 |
| Spiking neural networks as superior generative and discriminative models L Leng, MA Petrovici, R Martel, I Bytschok, O Breitwieser, J Bill, ... Cosyne Abstracts, Salt Lake City USA, 2016 | 9 | 2016 |
| Deep learning architectures for neuromorphic hardware L Leng Master thesis, Ruprecht-Karls-Universität Heidelberg, 2014. HD-KIP 14-26, 2014 | 7 | 2014 |
| Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free Inference B Li, L Leng, S Shen, K Zhang, J Zhang, J Liao, R Cheng IEEE Transactions on Neural Networks and Learning Systems, 2024 | 6 | 2024 |
| Automotive Object Detection via Learning Sparse Events by Temporal Dynamics of Spiking Neurons H Zhang, L Leng, K Che, Q Liu, J Cheng, Q Guo, J Liao, R Cheng arXiv preprint arXiv:2307.12900, 2023 | 6 | 2023 |
| Replay-oriented gradient projection memory for continual learning in medical scenarios K Shu, H Li, J Cheng, Q Guo, L Leng, J Liao, Y Hu, J Liu 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022 | 6 | 2022 |
| Solving machine learning problems with biological principles L Leng | 5 | 2020 |
| Accelerated physical emulation of bayesian inference in spiking neural networks. Front Neurosci 13: 1201 AF Kungl, S Schmitt, J Klähn, P Müller, A Baumbach, D Dold, A Kugele, ... | 5 | 2019 |
| Spikingssms: Learning long sequences with sparse and parallel spiking state space models S Shen, C Wang, R Huang, Y Zhong, Q Guo, Z Lu, J Zhang, L Leng arXiv preprint arXiv:2408.14909, 2024 | 4 | 2024 |
| Automotive Object Detection via Learning Sparse Events by Spiking Neurons H Zhang, Y Li, L Leng, K Che, Q Liu, Q Guo, J Liao, R Cheng IEEE Transactions on Cognitive and Developmental Systems, 2024 | 4 | 2024 |
| Generative models on accelerated neuromorphic hardware AF Kungl, S Schmitt, J Klähn, P Müller, A Baumbach, D Dold, A Kugele, ... arXiv preprint arXiv:1807.02389, 2018 | 4 | 2018 |
| Evolutionary spiking neural networks: a survey S Shen, R Zhang, C Wang, R Huang, A Tuerhong, Q Guo, Z Lu, J Zhang, ... Journal of Membrane Computing, 1-12, 2024 | 2 | 2024 |
| Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling G Wang, P Zhao, C Zhao, S Yang, J Cheng, L Leng, J Liao, Q Guo Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 2 | 2023 |
Mihai A. PetroviciGroup Leader, NeuroTMA Lab, University of BernVerified email at unibe.ch