STSC-SNN: Spatio-Temporal Synaptic Connection with Temporal Convolution and Attention for Spiking Neural Networks

11 October 2022

Papers citing "STSC-SNN: Spatio-Temporal Synaptic Connection with Temporal Convolution and Attention for Spiking Neural Networks"

21 / 21 papers shown

Title
Scaling Up Resonate-and-Fire Networks for Fast Deep Learning Thomas E. Huber J. Lecomte Borislav Polovnikov Axel von Arnim 36 0 0 01 Apr 2025
Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA Hiroshi Nakano Krzysztof Blachut K. Jeziorek Piotr Wzorek Manon Dampfhoffer Thomas Mesquida Hiroaki Nishi T. Kryjak Thomas Dalgaty GNN 55 0 0 09 Mar 2025
STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks Tianqing Zhang Kairong Yu Xian Zhong Hongwei Wang Qi Xu Qiang Zhang 83 0 0 04 Mar 2025
Fundamental Survey on Neuromorphic Based Audio Classification Amlan Basu Pranav Chaudhari Gaetano Di Caterina AI4TS 33 0 0 20 Feb 2025
Gated Parametric Neuron for Spike-based Audio Recognition Haoran Wang Herui Zhang Siyang Li Dongrui Wu 86 1 0 02 Dec 2024
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation Chengting Yu Lei Liu Gaoang Wang Erping Li Aili Wang 16 0 0 15 Oct 2024
Efficient Sparse Coding with the Adaptive Locally Competitive Algorithm for Speech Classification Soufiyan Bahadi É. Plourde Jean Rouat 18 1 0 12 Sep 2024
Digit Recognition using Multimodal Spiking Neural Networks William Bjorndahl Jack Easton Austin Modoff Eric C. Larson J. Camp Prasanna Rangarajan 30 0 0 31 Aug 2024
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence Wei Fang Yanqing Chen Jianhao Ding Zhaofei Yu T. Masquelier Ding Chen Liwei Huang Huihui Zhou Guoqi Li Yonghong Tian 13 193 0 25 Oct 2023
GET: Group Event Transformer for Event-Based Vision Yansong Peng Yueyi Zhang Zhiwei Xiong Xiaoyan Sun Feng Wu 22 37 0 04 Oct 2023
Inherent Redundancy in Spiking Neural Networks Man Yao J. Hu Guangshe Zhao Yaoyuan Wang Ziyang Zhang Boxing Xu Guoqi Li 13 15 0 16 Aug 2023
Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings Ilyass Hammouamri Ismail Khalfaoui-Hassani T. Masquelier 13 46 0 30 Jun 2023
Accelerating SNN Training with Stochastic Parallelizable Spiking Neurons Sidi Yaya Arnaud Yarga Sean U. N. Wood 10 7 0 22 Jun 2023
Direct Learning-Based Deep Spiking Neural Networks: A Review Yu-Zhu Guo Xuhui Huang Zhe Ma AI4CE 50 45 0 31 May 2023
Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks Thomas Nowotny J. Turner James C. Knight 22 15 0 02 Dec 2022
A Spatial-channel-temporal-fused Attention for Spiking Neural Networks Wuque Cai Hongze Sun Rui Liu Yan Cui Jun Wang Yang Xia D. Yao Daqing Guo 11 12 0 22 Sep 2022
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting Shi-Wee Deng Yuhang Li Shanghang Zhang Shi Gu 109 240 0 24 Feb 2022
Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning Haowen Fang Brady Taylor Ziru Li Zaidao Mei Hai Helen Li Qinru Qiu 11 10 0 21 Apr 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 119 470 0 08 Feb 2021
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation Nitin Rathi G. Srinivasan Priyadarshini Panda Kaushik Roy 114 264 0 04 May 2020
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences Weihua He Yujie Wu Lei Deng Guoqi Li Haoyu Wang Yang Tian Wei Ding Wenhui Wang Yuan Xie 73 124 0 02 May 2020