Memristor-Based Biologically Plausible Memory Based on Discrete and Continuous Attractor Networks for Neuromorphic Systems. - Yanghao Wang; Liutao Yu; Si Wu; Ru Huang 001; Yuchao Yang 001 (Adv. Intell. Syst., 2020)

Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse. - Liwei Huang; Zhengyu Ma; Liutao Yu; Huihui Zhou; Yonghong Tian 001 (AAAI, 2023)

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network. - Chenlin Zhou; Liutao Yu; Zhaokun Zhou; Han Zhang 025; Zhengyu Ma; Huihui Zhou; Yonghong Tian 001 (CoRR, 2023)

Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation. - Chenlin Zhou; Han Zhang 025; Zhaokun Zhou; Liutao Yu; Zhengyu Ma; Huihui Zhou; Xiaopeng Fan; Yonghong Tian 001 (CoRR, 2023)

Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli. - Liwei Huang; Zhengyu Ma; Liutao Yu; Huihui Zhou; Yonghong Tian 001 (NeurIPS, 2024)

QKFormer: Hierarchical Spiking Transformer using Q-K Attention. - Chenlin Zhou; Han Zhang 025; Zhaokun Zhou; Liutao Yu; Liwei Huang; Xiaopeng Fan; Li Yuan 007; Zhengyu Ma; Huihui Zhou; Yonghong Tian 001 (NeurIPS, 2024)

Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods. - Chenlin Zhou; Han Zhang 025; Liutao Yu; Yumin Ye; Zhaokun Zhou; Liwei Huang; Zhengyu Ma; Xiaopeng Fan; Huihui Zhou; Yonghong Tian 001 (CoRR, 2024)

SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition. - Liutao Yu; Liwei Huang; Chenlin Zhou; Han Zhang 025; Zhengyu Ma; Huihui Zhou; Yonghong Tian 001 (CoRR, 2024)

Time-Dependent VAE for Building Latent Factor from Visual Neural Activity with Complex Dynamics. - Liwei Huang; Zhengyu Ma; Liutao Yu; Huihui Zhou; Yonghong Tian 001 (CoRR, 2024)

Efficient Speech Command Recognition Leveraging Spiking Neural Network and Curriculum Learning-based Knowledge Distillation. - Jiaqi Wang; Liutao Yu; Liwei Huang; Chenlin Zhou; Han Zhang; Zhenxi Song; Min Zhang; Zhengyu Ma; Zhiguo Zhang (CoRR, 2024)