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2005.01807
Cited By
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation
International Conference on Learning Representations (ICLR), 2020
4 May 2020
Nitin Rathi
G. Srinivasan
Priyadarshini Panda
Kaushik Roy
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Papers citing
"Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation"
50 / 167 papers shown
Attention via Synaptic Plasticity is All You Need: A Biologically Inspired Spiking Neuromorphic Transformer
Kallol Mondal
Ankush Kumar
142
1
0
18 Nov 2025
STAS: Spatio-Temporal Adaptive Computation Time for Spiking Transformers
D. Kang
Doohyun Kim
Sang-Ki Ko
Jinkyu Lee
Brent ByungHoon Kang
Hyeongboo Baek
159
0
0
19 Aug 2025
Towards Efficient and Accurate Spiking Neural Networks via Adaptive Bit Allocation
Neural Networks (NN), 2025
Xingting Yao
Qinghao Hu
Fei Zhou
Tielong Liu
Gang Li
Peisong Wang
Jian Cheng
MQ
336
0
0
30 Jun 2025
ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
Yufei Guo
Yuhan Zhang
Zhou Jie
Xiaode Liu
Xin Tong
Y. Chen
Weihang Peng
Zhe Ma
MQ
214
2
0
09 Jun 2025
Integer Binary-Range Alignment Neuron for Spiking Neural Networks
Binghao Ye
Wenjuan Li
Dong Wang
Man Yao
Bing Li
Weiming Hu
Dong Liang
K. Shang
269
1
0
06 Jun 2025
Improving Performance of Spike-based Deep Q-Learning using Ternary Neurons
Aref Ghoreishee
Abhishek Mishra
John Walsh
Anup Das
Nagarajan Kandasamy
263
2
0
03 Jun 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
333
2
0
18 May 2025
Adversarially Robust Spiking Neural Networks with Sparse Connectivity
Mathias Schmolli
Maximilian Baronig
Robert Legenstein
Ozan Özdenizci
AAML
230
0
0
16 May 2025
Efficient ANN-SNN Conversion with Error Compensation Learning
Yu Xie
Jiangrong Shen
Xuming Ran
Mingkun Xu
Qi Xu
Yi Xu
Gang Pan
194
6
0
12 May 2025
PASCAL: Precise and Efficient ANN- SNN Conversion using Spike Accumulation and Adaptive Layerwise Activation
Pranav Ramesh
Gopalakrishnan Srinivasan
322
2
0
03 May 2025
Learning with Spike Synchrony in Spiking Neural Networks
Yuchen Tian
Assel Kembay
Nhan Duy Truong
Nhan Duy Truong
Omid Kavehei
Omid Kavehei
319
0
0
14 Apr 2025
SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks
Xinyu Luo
Kecheng Chen
P. Sun
Chris Xing Tian
Arindam Basu
Haoliang Li
TTA
457
1
0
03 Apr 2025
QSViT: A Methodology for Quantizing Spiking Vision Transformers
Rachmad Vidya Wicaksana Putra
Saad Iftikhar
Mohamed Bennai
MQ
409
3
0
01 Apr 2025
Region Masking to Accelerate Video Processing on Neuromorphic Hardware
IEEE International Symposium on Quality Electronic Design (ISQED), 2025
Sreetama Sarkar
S. Shrestha
Yue Che
L. Campos-Macias
Gourav Datta
Peter A. Beerel
339
2
0
21 Mar 2025
Spiking Transformer:Introducing Accurate Addition-Only Spiking Self-Attention for Transformer
Computer Vision and Pattern Recognition (CVPR), 2025
Yufei Guo
Xiaode Liu
Y. Chen
Weihang Peng
Yuhan Zhang
Zhe Ma
MQ
377
9
0
28 Feb 2025
On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis
Conference on Uncertainty in Artificial Intelligence (UAI), 2025
Junyi Guan
Abhijith Sharma
Chong Tian
Salem Lahlou
AAML
530
2
0
18 Feb 2025
Spiking Neural Network Feature Discrimination Boosts Modality Fusion
Katerina Maria Oikonomou
Ioannis Kansizoglou
Antonios Gasteratos
320
0
0
05 Feb 2025
Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges
Design, Automation and Test in Europe (DATE), 2025
A. R. Trivedi
Sina Tayebati
Hemant Kumawat
Nastaran Darabi
Divake Kumar
...
Dinithi Jayasuriya
Nethmi Jayasinghe
Priyadarshini Panda
Saibal Mukhopadhyay
Kaushik Roy
454
6
0
04 Feb 2025
TESS: A Scalable Temporally and Spatially Local Learning Rule for Spiking Neural Networks
M. Apolinario
Kaushik Roy
Charlotte Frenkel
842
3
0
03 Feb 2025
TOFFE -- Temporally-binned Object Flow from Events for High-speed and Energy-Efficient Object Detection and Tracking
Adarsh Kosta
Amogh Joshi
Arjun Roy
Rohan Kumar Manna
M. Nagaraj
Kaushik Roy
415
3
0
21 Jan 2025
FSTA-SNN:Frequency-based Spatial-Temporal Attention Module for Spiking Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2024
Kairong Yu
Tianqing Zhang
Hongwei Wang
Qi Xu
601
16
0
15 Dec 2024
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Man Yao
Xuerui Qiu
Tianxiang Hu
J. Hu
Yuhong Chou
Keyu Tian
Jianxing Liao
Luziwei Leng
Bo Xu
Guoqi Li
403
64
0
25 Nov 2024
Efficiently Training Time-to-First-Spike Spiking Neural Networks from Scratch
Kaiwei Che
Wei Fang
Zhengyu Ma
Li-xin Yuan
T. Masquelier
Yonghong Tian
Timothée Masquelier
Yonghong Tian
246
0
0
31 Oct 2024
Deep activity propagation via weight initialization in spiking neural networks
Neuro Inspired Computational Elements Workshop (NICE), 2024
Aurora Micheli
Olaf Booij
Jan van Gemert
Nergis Tömen
306
2
0
01 Oct 2024
Data Poisoning-based Backdoor Attack Framework against Supervised Learning Rules of Spiking Neural Networks
Lingxin Jin
Meiyu Lin
Wei Jiang
Jinyu Zhan
AAML
SILM
238
3
0
24 Sep 2024
DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention
Boxun Xu
Hejia Geng
Yuxuan Yin
Peng Li
AI4TS
432
2
0
20 Sep 2024
ReSpike: Residual Frames-based Hybrid Spiking Neural Networks for Efficient Action Recognition
Neuromorphic Computing and Engineering (NCE), 2024
Shiting Xiao
Yuhang Li
Youngeun Kim
Donghyun Lee
Priyadarshini Panda
300
11
0
03 Sep 2024
Sparsity-Aware Hardware-Software Co-Design of Spiking Neural Networks: An Overview
International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), 2024
Ilkin Aliyev
Kama Svoboda
Tosiron Adegbija
J. Fellous
223
4
0
26 Aug 2024
When In-memory Computing Meets Spiking Neural Networks -- A Perspective on Device-Circuit-System-and-Algorithm Co-design
Applied Physics Reviews (APR), 2024
Abhishek Moitra
Abhiroop Bhattacharjee
Yuhang Li
Youngeun Kim
Priyadarshini Panda
306
10
0
22 Aug 2024
AT-SNN: Adaptive Tokens for Vision Transformer on Spiking Neural Network
Donghwa Kang
Youngmoon Lee
Eun-Kyu Lee
Brent Kang
Jinkyu Lee
Hyeongboo Baek
ViT
253
3
0
22 Aug 2024
Mamba-Spike: Enhancing the Mamba Architecture with a Spiking Front-End for Efficient Temporal Data Processing
Computer Graphics International Conference (CGI), 2024
Jiahao Qin
Feng Liu
Mamba
268
16
0
04 Aug 2024
Spiking Convolutional Neural Networks for Text Classification
Changze Lv
Jianhan Xu
Xiaoqing Zheng
292
42
0
27 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
281
2
0
08 Jun 2024
Autonomous Driving with Spiking Neural Networks
Rui-Jie Zhu
Ziqing Wang
Leilani H. Gilpin
Nhan Duy Truong
591
26
0
30 May 2024
High-Performance Temporal Reversible Spiking Neural Networks with
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Inference Cost
Jiakui Hu
Man Yao
Xuerui Qiu
Yuhong Chou
Yuxuan Cai
Ning Qiao
Yonghong Tian
Boxing Xu
Guoqi Li
AI4CE
296
23
0
26 May 2024
Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning
Yimeng Shan
Malu Zhang
Rui-jie Zhu
Xuerui Qiu
Nhan Duy Truong
Haicheng Qu
369
12
0
22 May 2024
Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods
Frontiers in Neuroscience (Front. Neurosci.), 2024
Chenlin Zhou
Han Zhang
Liutao Yu
Yumin Ye
Zhaokun Zhou
Liwei Huang
Zhengyu Ma
Xiaopeng Fan
Huihui Zhou
Yonghong Tian
446
63
0
06 May 2024
Stochastic Spiking Neural Networks with First-to-Spike Coding
Yi Jiang
Sen Lu
Abhronil Sengupta
566
6
0
26 Apr 2024
Converting High-Performance and Low-Latency SNNs through Explicit Modelling of Residual Error in ANNs
Zhipeng Huang
Jianhao Ding
Zhiyu Pan
Haoran Li
Ying Fang
Zhaofei Yu
Jian K. Liu
278
4
0
26 Apr 2024
Continuous Spiking Graph Neural Networks
Nan Yin
Mengzhu Wang
Li Shen
Hitesh Laxmichand Patel
Baopu Li
Bin Gu
Huan Xiong
GNN
313
13
0
02 Apr 2024
FTBC: Forward Temporal Bias Correction for Optimizing ANN-SNN Conversion
Xiaofeng Wu
V. Bojkovic
Bin Gu
Kun Suo
Kai Zou
395
6
0
27 Mar 2024
Fourier or Wavelet bases as counterpart self-attention in spikformer for efficient visual classification
Qingyu Wang
Duzhen Zhang
Tilelin Zhang
Bo Xu
273
2
0
27 Mar 2024
Spiking Wavelet Transformer
Yuetong Fang
Ziqing Wang
Lingfeng Zhang
Jiahang Cao
Honglei Chen
Renjing Xu
414
20
0
17 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
267
147
0
15 Feb 2024
EventF2S: Asynchronous and Sparse Spiking AER Framework using Neuromorphic-Friendly Algorithm
Lakshmi Annamalai
Chetan Singh Thakur
187
0
0
28 Jan 2024
Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks
Neural Information Processing Systems (NeurIPS), 2024
Yu-Zhu Guo
Y. Chen
237
16
0
09 Jan 2024
Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency
Yunpeng Yao
Man Wu
Zheng Chen
Renyuan Zhang
266
1
0
05 Jan 2024
Spikformer V2: Join the High Accuracy Club on ImageNet with an SNN Ticket
Zhaokun Zhou
Kaiwei Che
Wei Fang
Keyu Tian
Yuesheng Zhu
Shuicheng Yan
Yonghong Tian
Liuliang Yuan
ViT
407
54
0
04 Jan 2024
Memory-Efficient Reversible Spiking Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2023
Hong Zhang
Yu Zhang
331
13
0
13 Dec 2023
When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks
Gourav Datta
Zeyu Liu
James Diffenderfer
B. Kailkhura
Peter A. Beerel
434
2
0
12 Dec 2023
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