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2003.12346
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Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction
Neural Processing Letters (NPL), 2020
27 March 2020
Alireza Samadzadeh
Fatemeh Sadat Tabatabaei Far
Ali Javadi
A. Nickabadi
M. Chehreghani
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Papers citing
"Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction"
28 / 28 papers shown
Unleashing Temporal Capacity of Spiking Neural Networks through Spatiotemporal Separation
Yiting Dong
Zhaofei Yu
Jianhao Ding
Zijie Xu
T. Huang
81
0
0
05 Dec 2025
Unsupervised Backdoor Detection and Mitigation for Spiking Neural Networks
Jiachen Li
Bang Wu
Xiaoyu Xia
Xiaoning Liu
Xun Yi
Xiuzhen Zhang
AAML
150
0
0
08 Oct 2025
SPACT18: Spiking Human Action Recognition Benchmark Dataset with Complementary RGB and Thermal Modalities
Yasser Ashraf
Ahmed Sharshar
V. Bojkovic
Bin Gu
211
0
0
22 Jul 2025
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks
Boxun Xu
Richard Boone
Peng Li
343
4
0
18 May 2025
Convolutional Spiking Neural Network for Image Classification
Mikhail Kiselev
Andrey Lavrentyev
3DH
375
0
0
13 May 2025
Threshold Modulation for Online Test-Time Adaptation of Spiking Neural Networks
Kejie Zhao
Wenjia Hua
Aiersi Tuerhong
Luziwei Leng
Yuxin Ma
Qinghua Guo
OOD
TTA
1.1K
0
0
08 May 2025
TSkips: Efficiency Through Explicit Temporal Delay Connections in Spiking Neural Networks
Prajna G. Malettira
Shubham Negi
Wachirawit Ponghiran
Kaushik Roy
AI4TS
366
4
0
22 Nov 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
299
11
0
03 Sep 2024
Using CSNNs to Perform Event-based Data Processing & Classification on ASL-DVS
Ria Patel
Sujit Tripathy
Zachary Sublett
Seoyoung An
Riya Patel
128
1
0
01 Aug 2024
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Hongwei Ren
Yue Zhou
Jiadong Zhu
Haotian Fu
Yulong Huang
Xiaopeng Lin
Yuetong Fang
Fei Ma
Hao Yu
Bo-Xun Cheng
Mamba
658
20
0
09 May 2024
Quantized Context Based LIF Neurons for Recurrent Spiking Neural Networks in 45nm
S.S. Bezugam
Yihao Wu
JaeBum Yoo
D. Strukov
Bongjin Kim
252
1
0
28 Apr 2024
SpikingJET: Enhancing Fault Injection for Fully and Convolutional Spiking Neural Networks
Anil Bayram Gogebakan
Enrico Magliano
Alessio Carpegna
A. Ruospo
Alessandro Savino
S. Di Carlo
225
8
0
30 Mar 2024
EventF2S: Asynchronous and Sparse Spiking AER Framework using Neuromorphic-Friendly Algorithm
Lakshmi Annamalai
Chetan Singh Thakur
187
0
0
28 Jan 2024
SynA-ResNet: Spike-driven ResNet Achieved through OR Residual Connection
Yimeng Shan
Xuerui Qiu
Rui-jie Zhu
Nhan Duy Truong
Malu Zhang
Haicheng Qu
527
2
0
11 Nov 2023
TTPOINT: A Tensorized Point Cloud Network for Lightweight Action Recognition with Event Cameras
ACM Multimedia (ACM MM), 2023
Hongwei Ren
Yue Zhou
Haotian Fu
Yulong Huang
Renjing Xu
Bo-Xun Cheng
3DPC
147
17
0
19 Aug 2023
SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition
IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2023
Tianlin Li
Zong-Yao Wu
Yao Rong
Lin Zhu
Bowei Jiang
Jin Tang
Yonghong Tian
ViT
470
27
0
08 Aug 2023
A Survey of Spiking Neural Network Accelerator on FPGA
Murat Isik
199
26
0
08 Jul 2023
Exploiting Noise as a Resource for Computation and Learning in Spiking Neural Networks
Gehua (Marcus) Ma
Rui Yan
Huajin Tang
556
37
0
25 May 2023
Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data
Network and Distributed System Security Symposium (NDSS), 2023
Gorka Abad
Oguzhan Ersoy
S. Picek
A. Urbieta
AAML
232
31
0
13 Feb 2023
Training Full Spike Neural Networks via Auxiliary Accumulation Pathway
Guangyao Chen
Peixi Peng
Guoqi Li
Yonghong Tian
343
40
0
27 Jan 2023
HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors
AAAI Conference on Artificial Intelligence (AAAI), 2022
Tianlin Li
Zong-Yao Wu
Bowei Jiang
Zhimin Bao
Lin Zhu
Guoqiu Li
Yaowei Wang
Yonghong Tian
229
79
0
17 Nov 2022
A Novel Explainable Out-of-Distribution Detection Approach for Spiking Neural Networks
Aitor Martinez Seras
Javier Del Ser
J. Lobo
Pablo Garcia-Bringas
N. Kasabov
OODD
160
2
0
30 Sep 2022
Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition
Computer Vision and Pattern Recognition (CVPR), 2022
J. Kim
I. Hwang
Y. Kim
TTA
260
37
0
23 Mar 2022
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting
International Conference on Learning Representations (ICLR), 2022
Shi-Wee Deng
Yuhang Li
Shanghang Zhang
Shi Gu
517
348
0
24 Feb 2022
N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras
J. Kim
Jaehyeok Bae
Gang-Ryeong Park
Dongsu Zhang
Y. Kim
ObjD
459
126
0
02 Dec 2021
A New Look at Spike-Timing-Dependent Plasticity Networks for Spatio-Temporal Feature Learning
A. Safa
I. Ocket
A. Bourdoux
Hichem Sahli
F. Catthoor
Georges G. E. Gielen
345
10
0
01 Nov 2021
Deep Residual Learning in Spiking Neural Networks
Neural Information Processing Systems (NeurIPS), 2021
Wei Fang
Zhaofei Yu
Yanqing Chen
Tiejun Huang
T. Masquelier
Yonghong Tian
890
719
0
08 Feb 2021
A Survey of Neuromorphic Computing and Neural Networks in Hardware
Catherine D. Schuman
T. Potok
Robert M. Patton
J. Birdwell
Mark E. Dean
Garrett S. Rose
J. Plank
410
773
0
19 May 2017
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