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2205.10121
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Converting Artificial Neural Networks to Spiking Neural Networks via Parameter Calibration
6 May 2022
Yuhang Li
Shi-Wee Deng
Xin Dong
Shi Gu
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Papers citing
"Converting Artificial Neural Networks to Spiking Neural Networks via Parameter Calibration"
16 / 16 papers shown
Quantization Meets Spikes: Lossless Conversion in the First Timestep via Polarity Multi-Spike Mapping
Hangming Zhang
Zheng Li
Qiang Yu
MQ
85
0
0
20 Aug 2025
Bishop: Sparsified Bundling Spiking Transformers on Heterogeneous Cores with Error-Constrained Pruning
International Symposium on Computer Architecture (ISCA), 2025
Boxun Xu
Yuxuan Yin
Vikram Iyer
Peng Li
MoE
312
2
0
18 May 2025
ST-FlowNet: An Efficient Spiking Neural Network for Event-Based Optical Flow Estimation
Neural Networks (NN), 2025
Hongze Sun
Jun Wang
Wuque Cai
Duo Chen
Qianqian Liao
Jiayi He
Yan Cui
D. Yao
Daqing Guo
398
1
0
13 Mar 2025
Spiking Transformer Hardware Accelerators in 3D Integration
International Conference on Computer Aided Design (ICCAD), 2024
Boxun Xu
Junyoung Hwang
Pruek Vanna-iampikul
Sung Kyu Lim
Peng Li
209
6
0
11 Nov 2024
Directly Training Temporal Spiking Neural Network with Sparse Surrogate Gradient
Yang Li
Feifei Zhao
Dongcheng Zhao
Yi Zeng
345
17
0
28 Jun 2024
Spiking Neural Networks with Consistent Mapping Relations Allow High-Accuracy Inference
Information Sciences (Inf. Sci.), 2024
Yang Li
Xiang He
Qingqun Kong
Yi Zeng
274
2
0
08 Jun 2024
Towards free-response paradigm: a theory on decision-making in spiking neural networks
Zhichao Zhu
Yang Qi
Wenlian Lu
Zhigang Wang
Lu Cao
Jianfeng Feng
262
1
0
16 Apr 2024
Recent Advances in Scalable Energy-Efficient and Trustworthy Spiking Neural networks: from Algorithms to Technology
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Souvik Kundu
Rui-jie Zhu
Akhilesh R. Jaiswal
Peter A. Beerel
297
8
0
02 Dec 2023
Artificial to Spiking Neural Networks Conversion for Scientific Machine Learning
Qian Zhang
Chen-Chun Wu
Adar Kahana
Youngeun Kim
Yuhang Li
George Karniadakis
Priyadarshini Panda
218
12
0
31 Aug 2023
Reliable Evaluation of Adversarial Transferability
Wenqian Yu
Jindong Gu
Zhijiang Li
Juil Sock
AAML
262
11
0
14 Jun 2023
Unleashing the Potential of Spiking Neural Networks by Dynamic Confidence
IEEE International Conference on Computer Vision (ICCV), 2023
Chen Li
Edward Jones
Steve Furber
412
27
0
17 Mar 2023
Wearable-based Human Activity Recognition with Spatio-Temporal Spiking Neural Networks
Yuhang Li
Ruokai Yin
Hyoungseob Park
Youngeun Kim
Priyadarshini Panda
193
17
0
14 Nov 2022
Exploring Lottery Ticket Hypothesis in Spiking Neural Networks
European Conference on Computer Vision (ECCV), 2022
Youngeun Kim
Yuhang Li
Hyoungseob Park
Yeshwanth Venkatesha
Ruokai Yin
Priyadarshini Panda
403
57
0
04 Jul 2022
SATA: Sparsity-Aware Training Accelerator for Spiking Neural Networks
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022
Ruokai Yin
Abhishek Moitra
Abhiroop Bhattacharjee
Youngeun Kim
Priyadarshini Panda
341
66
0
11 Apr 2022
Neuromorphic Data Augmentation for Training Spiking Neural Networks
European Conference on Computer Vision (ECCV), 2022
Yuhang Li
Youngeun Kim
Hyoungseob Park
Tamar Geller
Priyadarshini Panda
385
101
0
11 Mar 2022
Neural Architecture Search for Spiking Neural Networks
European Conference on Computer Vision (ECCV), 2022
Youngeun Kim
Yuhang Li
Hyoungseob Park
Yeshwanth Venkatesha
Priyadarshini Panda
372
115
0
23 Jan 2022
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