Spiking neurons with short-term synaptic plasticity form superior generative networks. - Luziwei Leng; Roman Martel; Oliver Breitwieser; Ilja Bytschok; Walter Senn; Johannes Schemmel; Karlheinz Meier; Mihai A. Petrovici (CoRR, 2017)

Generative models on accelerated neuromorphic hardware. - Ákos F. Kungl; Sebastian Schmitt; Johann Klähn; Paul Müller 002; Andreas Baumbach; Dominik Dold; Alexander Kugele; Nico Gürtler; Luziwei Leng; Eric Müller 001; Christoph Koke; Mitja Kleider; et al. (CoRR, 2018)

Solving Machine Learning Problems with Biological Principles. - Luziwei Leng (2020)

Replay-Oriented Gradient Projection Memory for Continual Learning in Medical Scenarios. - Kuang Shu; Heng Li 010; Jie Cheng; Qinghai Guo; Luziwei Leng; Jianxing Liao; Yan Hu; Jiang Liu 001 (BIBM, 2022)

Discrete time convolution for fast event-based stereo. - Kaixuan Zhang; Kaiwei Che; Jianguo Zhang; Jie Cheng; Ziyang Zhang; Qinghai Guo; Luziwei Leng (CVPR, 2022)

Differentiable hierarchical and surrogate gradient search for spiking neural networks. - Kaiwei Che; Luziwei Leng; Kaixuan Zhang; Jianguo Zhang; Qinghu Meng; Jie Cheng; Qinghai Guo; Jianxing Liao (NeurIPS, 2022)

Cortical oscillations support sampling-based computations in spiking neural networks. - Agnes Korcsak-Gorzo; Michael G. Müller; Andreas Baumbach; Luziwei Leng; Oliver Julien Breitwieser; Sacha J. van Albada; Walter Senn; Karlheinz Meier; Robert Legenstein; Mihai A. Petrovici (PLoS Comput. Biol., 2022)

Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation. - Yushun Tang; Ce Zhang 009; Heng Xu; Shuoshuo Chen; Jie Cheng; Luziwei Leng; Qinghai Guo; Zhihai He (CVPR, 2023)

Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling. - Guiqin Wang; Peng Zhao 001; Cong Zhao 001; Shusen Yang; Jie Cheng; Luziwei Leng; Jianxing Liao; Qinghai Guo (ICCV, 2023)

Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network. - Rui Zhang; Luziwei Leng; Kaiwei Che; Hu Zhang; Jie Cheng; Qinghai Guo; Jiangxing Liao; Ran Cheng (CoRR, 2023)

Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference. - Boyan Li; Luziwei Leng; Ran Cheng; Shuaijie Shen; Kaixuan Zhang; Jianguo Zhang; Jianxing Liao (CoRR, 2023)

Automotive Object Detection via Learning Sparse Events by Temporal Dynamics of Spiking Neurons. - Hu Zhang; Luziwei Leng; Kaiwei Che; Qian Liu; Jie Cheng; Qinghai Guo; Jiangxing Liao; Ran Cheng (CoRR, 2023)

Towards Scalable GPU-Accelerated SNN Training via Temporal Fusion. - Yanchen Li; Jiachun Li; Kebin Sun; Luziwei Leng; Ran Cheng (ICANN (4), 2024)

Benchmarking Neural Decoding Backbones towards Enhanced On-edge iBCI Applications. - Zhou Zhou; Guohang He; Zheng Zhang; Luziwei Leng; Qinghai Guo; Jianxing Liao; Xuan Song; Ran Cheng (CoRR, 2024)

SPikE-SSM: A Sparse, Precise, and Efficient Spiking State Space Model for Long Sequences Learning. - Yan Zhong; Ruoyu Zhao; Chao Wang; Qinghai Guo; Jianguo Zhang; Zhichao Lu; Luziwei Leng (CoRR, 2024)

Spatial-Temporal Search for Spiking Neural Networks. - Kaiwei Che; Zhaokun Zhou; Li Yuan 007; Jianguo Zhang; Yonghong Tian 001; Luziwei Leng (CoRR, 2024)

Evolutionary spiking neural networks: a survey. - Shuaijie Shen; Rui Zhang 042; Chao Wang; Renzhuo Huang; Aiersi Tuerhong; Qinghai Guo; Zhichao Lu; Jianguo Zhang; Luziwei Leng (J. Membr. Comput., 2024)

Automotive Object Detection via Learning Sparse Events by Spiking Neurons. - Hu Zhang; Yanchen Li; Luziwei Leng; Kaiwei Che; Qian Liu; Qinghai Guo; Jianxing Liao; Ran Cheng (IEEE Trans. Cogn. Dev. Syst., 2024)

SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models. - Shuaijie Shen; Chao Wang; Renzhuo Huang; Yan Zhong; Qinghai Guo; Zhichao Lu; Jianguo Zhang; Luziwei Leng (AAAI, 2025)

Scaling Spike-Driven Transformer With Efficient Spike Firing Approximation Training. - Man Yao; Xuerui Qiu; Tianxiang Hu; Jiakui Hu; Yuhong Chou; Keyu Tian; Jianxing Liao; Luziwei Leng; Bo Xu 002; Guoqi Li (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free Inference. - Boyan Li; Luziwei Leng; Shuaijie Shen; Kaixuan Zhang; Jianguo Zhang 001; Jianxing Liao; Ran Cheng (IEEE Trans. Neural Networks Learn. Syst., 2025)

Threshold Modulation for Online Test-Time Adaptation of Spiking Neural Networks. - Kejie Zhao; Wenjia Hua; Aiersi Tuerhong; Luziwei Leng; Yuxin Ma; Qinghai Guo (CoRR, 2025)

Accurate and Efficient Event-Based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network. - Rui Zhang; Luziwei Leng; Kaiwei Che; Hu Zhang; Jie Cheng; Qinghai Guo; Jianxing Liao; Ran Cheng (IEEE Trans. Neural Networks Learn. Syst., 2025)