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1802.02627
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Going Deeper in Spiking Neural Networks: VGG and Residual Architectures
7 February 2018
Abhronil Sengupta
Yuting Ye
Robert Y. Wang
Chiao Liu
Kaushik Roy
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Papers citing
"Going Deeper in Spiking Neural Networks: VGG and Residual Architectures"
50 / 319 papers shown
New Spiking Architecture for Multi-Modal Decision-Making in Autonomous Vehicles
Aref Ghoreishee
Abhishek Mishra
Lifeng Zhou
John Walsh
Nagarajan Kandasamy
110
1
0
01 Dec 2025
Sparse by Rule: Probability-Based N:M Pruning for Spiking Neural Networks
Shuhan Ye
Yi Yu
Qixin Zhang
Chenqi Kong
Qiangqiang Wu
Xudong Jiang
Dacheng Tao
97
0
0
15 Nov 2025
Breaking the Modality Wall: Time-step Mixup for Efficient Spiking Knowledge Transfer from Static to Event Domain
Yuqi Xie
Shuhan Ye
Yi Yu
Chong Wang
Qixin Zhang
Jiazhen Xu
Le Shen
Yuanbin Qian
Jiangbo Qian
Guoqi Li
79
0
0
15 Nov 2025
From LIF to QIF: Toward Differentiable Spiking Neurons for Scientific Machine Learning
Ruyin Wan
G. Karniadakis
P. Stinis
129
0
0
10 Nov 2025
NeuroFlex: Column-Exact ANN-SNN Co-Execution Accelerator with Cost-Guided Scheduling
Varun Manjunath
Pranav Ramesh
Gopalakrishnan Srinivasan
110
0
0
07 Nov 2025
One-Timestep is Enough: Achieving High-performance ANN-to-SNN Conversion via Scale-and-Fire Neurons
Qiuyang Chen
Huiqi Yang
Qingyan Meng
Zhengyu Ma
121
0
0
27 Oct 2025
Cross-view Localization and Synthesis -- Datasets, Challenges and Opportunities
N. Xu
R. Qin
DiffM
170
0
0
26 Oct 2025
HybridSOMSpikeNet: A Deep Model with Differentiable Soft Self-Organizing Maps and Spiking Dynamics for Waste Classification
Debojyoti Ghosh
Adrijit Goswami
103
0
0
23 Oct 2025
Privacy-Preserving Spiking Neural Networks: A Deep Dive into Encryption Parameter Optimisation
Mahitha Pulivathi
Ana Fontes Rodrigues
I. Ihianle
A. Oikonomou
Srinivas Boppu
Pedro Machado
129
0
0
22 Oct 2025
Enhanced Self-Distillation Framework for Efficient Spiking Neural Network Training
Xiaochen Zhao
Chengting Yu
Kairong Yu
Lei Liu
Aili Wang
99
0
0
04 Oct 2025
Hybrid Layer-Wise ANN-SNN With Surrogate Spike Encoding-Decoding Structure
Nhan T. Luu
Duong T. Luu
Pham Ngoc Nam
Truong Cong Thang
137
4
0
29 Sep 2025
Training Deep Normalization-Free Spiking Neural Networks with Lateral Inhibition
Peiyu Liu
Jianhao Ding
Zhaofei Yu
108
1
0
27 Sep 2025
SpikeMatch: Semi-Supervised Learning with Temporal Dynamics of Spiking Neural Networks
Jini Yang
Beomseok Oh
Seungryong Kim
S. Kim
129
0
0
26 Sep 2025
CSDformer: A Conversion Method for Fully Spike-Driven Transformer
Y. Zhang
Chengjun Zhang
Di Wu
Jie Yang
Mohamad Sawan
89
0
0
22 Sep 2025
Spatio-Temporal Pruning for Compressed Spiking Large Language Models
Yi Jiang
Malyaban Bal
Brian Matejek
Susmit Jha
Adam D. Cobb
Abhronil Sengupta
93
0
0
23 Aug 2025
A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks
Qingyan Meng
Mingqing Xiao
Zhengyu Ma
Huihui Zhou
Yonghong Tian
Zhouchen Lin
MQ
153
0
0
18 Aug 2025
Neuromorphic Cybersecurity with Semi-supervised Lifelong Learning
Md. Zesun Ahmed Mia
Malyaban Bal
Sen Lu
George M. Nishibuchi
Suhas Chelian
Srini Vasan
Abhronil Sengupta
129
1
0
06 Aug 2025
SPARTA: Advancing Sparse Attention in Spiking Neural Networks via Spike-Timing-Based Prioritization
Minsuk Jang
Changick Kim
109
1
0
03 Aug 2025
AdVAR-DNN: Adversarial Misclassification Attack on Collaborative DNN Inference
IEEE Conference on Local Computer Networks (LCN), 2025
Shima Yousefi
Motahare Mounesan
S. Debroy
AAML
85
3
0
01 Aug 2025
HetSyn: Versatile Timescale Integration in Spiking Neural Networks via Heterogeneous Synapses
Zhichao Deng
Zhikun Liu
Junxue Wang
Shengqian Chen
Xiang Wei
Qiang Yu
116
0
0
01 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
231
0
0
30 Jun 2025
Probabilistic Modeling of Spiking Neural Networks with Contract-Based Verification
Zhen Yao
Elisabetta De Maria
Robert De Simone
159
0
0
16 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
139
1
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
232
1
0
06 Jun 2025
The Promise of Spiking Neural Networks for Ubiquitous Computing: A Survey and New Perspectives
Hemanth Sabbella
Archit Mukherjee
Thivya Kandappu
Sounak Dey
Arpan Pal
Archan Misra
Dong Ma
AI4TS
217
0
0
02 Jun 2025
Spiking Neural Network: a low power solution for physical layer authentication
Jung Hoon Lee
Sujith Vijayan
263
0
0
19 May 2025
Bridging Quantized Artificial Neural Networks and Neuromorphic Hardware
Zhenhui Chen
Haoran Xu
De Ma
Xiaofei Jin
Xinyu Li
Ziyang Kang
Gang Pan
De Ma
381
0
0
18 May 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
271
2
0
18 May 2025
Adversarially Robust Spiking Neural Networks with Sparse Connectivity
Mathias Schmolli
Maximilian Baronig
Robert Legenstein
Ozan Özdenizci
AAML
202
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
138
4
0
12 May 2025
PASCAL: Precise and Efficient ANN- SNN Conversion using Spike Accumulation and Adaptive Layerwise Activation
Pranav Ramesh
Gopalakrishnan Srinivasan
248
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
279
0
0
14 Apr 2025
On the Adversarial Robustness of Spiking Neural Networks Trained by Local Learning
Jiaqi Lin
Abhronil Sengupta
AAML
321
0
0
11 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
419
1
0
03 Apr 2025
A Theory of Machine Understanding via the Minimum Description Length Principle
Canlin Zhang
Xiuwen Liu
367
0
0
01 Apr 2025
SAFE: Self-Adjustment Federated Learning Framework for Remote Sensing Collaborative Perception
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Xiaohe Li
Haohua Wu
Jiahao Li
Zide Fan
Kaixin Zhang
Xinming Li
Yunping Ge
Xinyu Zhao
189
2
0
25 Mar 2025
Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness
International Conference on Learning Representations (ICLR), 2025
Kangrui Du
Yuhang Wu
Shikuang Deng
Shi Gu
274
5
0
18 Mar 2025
DTA: Dual Temporal-channel-wise Attention for Spiking Neural Networks
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Minje Kim
Minjun Kim
Xu Yang
270
1
0
13 Mar 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2025
Kairong Yu
Chengting Yu
Tianqing Zhang
Xiaochen Zhao
Shu Yang
Hongwei Wang
Qiang Zhang
Qi Xu
280
7
0
05 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
320
6
0
28 Feb 2025
Towards High-performance Spiking Transformers from ANN to SNN Conversion
ACM Multimedia (MM), 2024
Zihan Huang
Xinyu Shi
Zecheng Hao
Tong Bu
Jianhao Ding
Zhaofei Yu
Tiejun Huang
423
15
0
28 Feb 2025
Deployment-friendly Lane-changing Intention Prediction Powered by Brain-inspired Spiking Neural Networks
Junjie Yang
Shuqi Shen
Hui Zhong
Qiming Zhang
Hongliang Lu
Hai Yang
316
1
0
09 Feb 2025
Spiking Neural Network Feature Discrimination Boosts Modality Fusion
Katerina Maria Oikonomou
Ioannis Kansizoglou
Antonios Gasteratos
285
0
0
05 Feb 2025
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature
AAAI Conference on Artificial Intelligence (AAAI), 2024
Yichen Wang
Yuxuan Chou
Ziqi Zhou
Hangtao Zhang
Wei Wan
Shengshan Hu
Minghui Li
AAML
321
14
0
22 Dec 2024
Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
Zecheng Hao
Zhaofei Yu
Kang Chen
Yi Zhang
Zhaofei Yu
Tiejun Huang
456
0
0
18 Dec 2024
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
512
10
0
15 Dec 2024
Deep-Unrolling Multidimensional Harmonic Retrieval Algorithms on Neuromorphic Hardware
Asilomar Conference on Signals, Systems and Computers (ACSSC), 2024
Amin Seffo
Alexandru P. Drăguţoiu
Gabriel Béna
Mahmoud Akl
Yin Li
Matthias Lohrmann
U. Mönich
Holger Boche
240
1
0
05 Dec 2024
The Reliability Issue in ReRam-based CIM Architecture for SNN: A Survey
Wei-Ting Chen
167
1
0
30 Nov 2024
Many Hands Make Light Work: Accelerating Edge Inference via Multi-Client Collaborative Caching
IEEE International Conference on Data Engineering (ICDE), 2024
Wenyi Liang
Jianchun Liu
Hongli Xu
C. Qiao
Liusheng Huang
180
0
0
28 Nov 2024
Noise Adaptor: Enhancing Low-Latency Spiking Neural Networks through Noise-Injected Low-Bit ANN Conversion
Chen Li
Bipin Rajendran
224
1
0
26 Nov 2024
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