Complex Dynamic Neurons Improved Spiking Transformer Network for
Efficient Automatic Speech Recognition

Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition

2 February 2023

Minglun Han

Bo Xu

Papers citing "Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition"

16 / 16 papers shown

Title
TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting Shibo Feng Wanjin Feng Xingyu Gao Peilin Zhao Zhiqi Shen AI4TS AI4CE 34 0 0 07 Mar 2025
Towards High-performance Spiking Transformers from ANN to SNN Conversion Zihan Huang Xinyu Shi Zecheng Hao Tong Bu Jianhao Ding Zhaofei Yu Tiejun Huang 30 7 0 28 Feb 2025
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training Man Yao Xuerui Qiu Tianxiang Hu J. Hu Yuhong Chou Keyu Tian Jianxing Liao Luziwei Leng Bo Xu Guoqi Li 76 7 0 25 Nov 2024
Spiking Transformer with Spatial-Temporal Attention Donghyun Lee Yuhang Li Youngeun Kim Shiting Xiao Priyadarshini Panda 30 1 0 29 Sep 2024
Research Advances and New Paradigms for Biology-inspired Spiking Neural Networks Tianyu Zheng Liyuan Han Tielin Zhang AI4CE 35 0 0 26 Aug 2024
Spiking Tucker Fusion Transformer for Audio-Visual Zero-Shot Learning Wenrui Li Penghong Wang Ruiqin Xiong Xiaopeng Fan 40 8 0 11 Jul 2024
Ternary Spike-based Neuromorphic Signal Processing System Shuai Wang Dehao Zhang A. Belatreche Yichen Xiao Hongyu Qing Wenjie We Malu Zhang Yang Yang 45 7 0 07 Jul 2024
Fourier or Wavelet bases as counterpart self-attention in spikformer for efficient visual classification Qingyu Wang Duzhen Zhang Tilelin Zhang Bo Xu 39 1 0 27 Mar 2024
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips Man Yao Jiakui Hu Tianxiang Hu Yifan Xu Zhaokun Zhou Yonghong Tian Boxing Xu Guoqi Li 34 58 0 15 Feb 2024
ODE-based Recurrent Model-free Reinforcement Learning for POMDPs Xu Zhao Duzhen Zhang Liyuan Han Tielin Zhang Bo Xu 37 7 0 25 Sep 2023
Learning Spiking Neural Network from Easy to Hard task Lingling Tang Jiangtao Hu Hua Yu Surui Liu Jielei Chu 39 0 0 09 Sep 2023
Attention-free Spikformer: Mixing Spike Sequences with Simple Linear Transforms Qingyu Wang Duzhen Zhang Tielin Zhang Bo Xu 33 3 0 02 Aug 2023
Multi-Modal Machine Learning for Assessing Gaming Skills in Online Streaming: A Case Study with CS:GO Longxiang Zhang Wenping Wang 48 1 0 23 Jul 2023
Spike-driven Transformer Man Yao Jiakui Hu Zhaokun Zhou Liuliang Yuan Yonghong Tian Boxing Xu Guoqi Li 34 114 0 04 Jul 2023
AutoST: Training-free Neural Architecture Search for Spiking Transformers Ziqing Wang Qidong Zhao Jinku Cui Xu Liu Dongkuan Xu 21 5 0 01 Jul 2023
Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control Guangzhi Tang Neelesh Kumar Raymond Yoo Konstantinos Michmizos 52 74 0 19 Oct 2020