TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network
Training

TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training

15 January 2024

Youngeun Kim

Abhishek Moitra

Yuhang Li

Priyadarshini Panda

Papers citing "TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training"

6 / 6 papers shown

Title
Exploring Temporal Information Dynamics in Spiking Neural Networks Youngeun Kim Yuhang Li Hyoungseob Park Yeshwanth Venkatesha Anna Hambitzer Priyadarshini Panda 58 33 0 26 Nov 2022
SATA: Sparsity-Aware Training Accelerator for Spiking Neural Networks Ruokai Yin Abhishek Moitra Abhiroop Bhattacharjee Youngeun Kim Priyadarshini Panda 58 53 0 11 Apr 2022
Neuromorphic Data Augmentation for Training Spiking Neural Networks Yuhang Li Youngeun Kim Hyoungseob Park Tamar Geller Priyadarshini Panda 54 78 0 11 Mar 2022
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting Shi-Wee Deng Yuhang Li Shanghang Zhang Shi Gu 185 255 0 24 Feb 2022
H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks Ling Liang Zheng Qu Zhaodong Chen Fengbin Tu Yujie Wu Lei Deng Guoqi Li Peng Li Yuan Xie 32 27 0 25 Jul 2021
Direct Training for Spiking Neural Networks: Faster, Larger, Better Yujie Wu Lei Deng Guoqi Li Jun Zhu Luping Shi 73 653 0 16 Sep 2018