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Luziwei Leng
Luziwei Leng
ACS lab, Central Research Institute, Huawei 2012 Laboratories
Verified email at huawei.com - Homepage
Title
Cited by
Cited by
Year
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
392018
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
362019
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
242022
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
222016
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
172023
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
162022
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
152022
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
72016
Deep learning architectures for neuromorphic hardware
L Leng
Master thesis, Ruprecht-Karls-Universität Heidelberg, 2014. HD-KIP 14-26, 2014
62014
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
52022
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, ...
52019
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
42018
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
arXiv preprint arXiv:2304.11857, 2023
32023
Solving Machine Learning Problems with Biological Principles
L Leng
32020
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
12024
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
12023
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
2023
Rethinking Deep Spiking Neural Networks: A Multi-Layer Perceptron Approach
L Leng, B Li, R Cheng, S Shen, K Zhang, J Zhang, J Liao
2022
Cortical oscillations support sampling-based computations in spiking neural networks
A Baumbach, A Korcsak-Gorzo, MG Mueller, L Leng, OJ Breitwieser, ...
JOURNAL OF COMPUTATIONAL NEUROSCIENCE 49 (SUPPL 1), S5-S6, 2021
2021
A functional role of cortical oscillations for probabilistic computation in spiking neural networks
MG Müller, A Korcsak-Gorzo, W Senn, L Leng, A Baumbach, ...
COSYNE 2021: Computational and Systems Neuroscience, 2021
2021
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