Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1802.02627
Cited By
v1
v2
v3
v4 (latest)
Going Deeper in Spiking Neural Networks: VGG and Residual Architectures
7 February 2018
Abhronil Sengupta
Yuting Ye
Robert Y. Wang
Chiao Liu
Kaushik Roy
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Going Deeper in Spiking Neural Networks: VGG and Residual Architectures"
50 / 319 papers shown
MAP-SNN: Mapping Spike Activities with Multiplicity, Adaptability, and Plasticity into Bio-Plausible Spiking Neural Networks
Frontiers in Neuroscience (Front. Neurosci.), 2022
Chengting Yu
Yang-Guang Du
Mufeng Chen
Aili Wang
Gaoang Wang
Erping Li
AAML
230
3
0
21 Apr 2022
Brain-inspired Multilayer Perceptron with Spiking Neurons
Computer Vision and Pattern Recognition (CVPR), 2022
Wenshuo Li
Hanting Chen
Jianyuan Guo
Ziyang Zhang
Yunhe Wang
169
40
0
28 Mar 2022
Efficient Hardware Acceleration of Sparsely Active Convolutional Spiking Neural Networks
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022
Jan Sommer
M. A. Özkan
Oliver Keszocze
Jürgen Teich
81
21
0
23 Mar 2022
Recent Advances and New Frontiers in Spiking Neural Networks
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Duzhen Zhang
Shuncheng Jia
Qingyu Wang
AAML
AI4CE
440
25
0
12 Mar 2022
Rethinking the role of normalization and residual blocks for spiking neural networks
Italian National Conference on Sensors (INS), 2022
Shin-ichi Ikegawa
Ryuji Saiin
Yoshihide Sawada
N. Natori
165
20
0
03 Mar 2022
Rethinking Pretraining as a Bridge from ANNs to SNNs
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yihan Lin
Yifan Hu
Shiji Ma
Guo-Qi Li
Dongjie Yu
276
17
0
02 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
474
320
0
24 Feb 2022
Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants
A. Paul
Md. Abu Saleh Tajin
Anup Das
W. Mongan
K. Dandekar
200
12
0
21 Feb 2022
Optimized Potential Initialization for Low-latency Spiking Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2022
Tong Bu
Jianhao Ding
Zhaofei Yu
Tiejun Huang
349
103
0
03 Feb 2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks
International Conference on Machine Learning (ICML), 2022
Byunggook Na
J. Mok
Seongsik Park
Dongjin Lee
Hyeokjun Choe
Sungroh Yoon
453
79
0
30 Jan 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
295
110
0
23 Jan 2022
Can Deep Neural Networks be Converted to Ultra Low-Latency Spiking Neural Networks?
Design, Automation and Test in Europe (DATE), 2021
Gourav Datta
Peter A. Beerel
135
40
0
22 Dec 2021
Advancing Spiking Neural Networks towards Deep Residual Learning
Yifan Hu
Lei Deng
Yujie Wu
Man Yao
Guoqi Li
271
157
0
15 Dec 2021
Human-Level Control through Directly-Trained Deep Spiking Q-Networks
Guisong Liu
Wenjie Deng
Xiurui Xie
Li Huang
Huajin Tang
OffRL
233
56
0
13 Dec 2021
Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time
Wenzhe Guo
M. Fouda
A. Eltawil
K. Salama
145
19
0
13 Dec 2021
Advancing Deep Residual Learning by Solving the Crux of Degradation in Spiking Neural Networks
Yifan Hu
Yujie Wu
Lei Deng
Guoqi Li
145
5
0
09 Dec 2021
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision
German Conference on Pattern Recognition (DAGM), 2021
Alexander Kugele
Thomas Pfeil
Michael Pfeiffer
Elisabetta Chicca
222
49
0
06 Dec 2021
Direct Training via Backpropagation for Ultra-low Latency Spiking Neural Networks with Multi-threshold
Changqin Xu
Yi Liu
Yintang Yang
227
13
0
25 Nov 2021
Design of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing
M. L. Varshika
Adarsha Balaji
Federico Corradi
Anup Das
J. Stuijt
F. Catthoor
185
27
0
23 Nov 2021
E3NE: An End-to-End Framework for Accelerating Spiking Neural Networks with Emerging Neural Encoding on FPGAs
Daniel Gerlinghoff
Zhehui Wang
Xiaozhe Gu
Rick Siow Mong Goh
Yaoyu Zhang
122
34
0
19 Nov 2021
L4-Norm Weight Adjustments for Converted Spiking Neural Networks
Jason M. Allred
Kaushik Roy
92
2
0
17 Nov 2021
Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks
Alex Vicente-Sola
D. L. Manna
Paul Kirkland
G. D. Caterina
Trevor Bihl University of Strathclyde
248
24
0
10 Nov 2021
An Adaptive Sampling and Edge Detection Approach for Encoding Static Images for Spiking Neural Networks
Peyton S. Chandarana
Jun Ou
Ramtin Zand
121
4
0
19 Oct 2021
Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Spiking Neural Networks
Guobin Shen
Dongcheng Zhao
Yi Zeng
217
60
0
17 Oct 2021
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation
Youngeun Kim
Joshua Chough
Priyadarshini Panda
173
94
0
14 Oct 2021
HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training with Crafted Input Noise
Souvik Kundu
Massoud Pedram
Peter A. Beerel
AAML
217
104
0
06 Oct 2021
One Timestep is All You Need: Training Spiking Neural Networks with Ultra Low Latency
Sayeed Shafayet Chowdhury
Nitin Rathi
Kaushik Roy
242
47
0
01 Oct 2021
Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework
Zhuowen Zou
H. Alimohamadi
Farhad Imani
Yeseong Kim
Mohsen Imani
267
19
0
01 Oct 2021
Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State
Mingqing Xiao
Qingyan Meng
Zongpeng Zhang
Yisen Wang
Zhouchen Lin
339
80
0
29 Sep 2021
Spiking neural networks trained via proxy
IEEE Access (IEEE Access), 2021
Saeed Reza Kheradpisheh
M. Mirsadeghi
T. Masquelier
197
19
0
27 Sep 2021
Deep Spiking Neural Networks with Resonate-and-Fire Neurons
Badr AlKhamissi
Muhammad N. ElNokrashy
D. Bernal-Casas
130
8
0
16 Sep 2021
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning
Wachirawit Ponghiran
Kaushik Roy
190
57
0
04 Sep 2021
Spike time displacement based error backpropagation in convolutional spiking neural networks
M. Mirsadeghi
Majid Shalchian
Saeed Reza Kheradpisheh
T. Masquelier
121
16
0
31 Aug 2021
HYPER-SNN: Towards Energy-efficient Quantized Deep Spiking Neural Networks for Hyperspectral Image Classification
Gourav Datta
Souvik Kundu
Akhilesh R. Jaiswal
Peter A. Beerel
197
9
0
26 Jul 2021
Training Energy-Efficient Deep Spiking Neural Networks with Single-Spike Hybrid Input Encoding
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Gourav Datta
Souvik Kundu
Peter A. Beerel
288
35
0
26 Jul 2021
H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2021
Ling Liang
Zheng Qu
Zhaodong Chen
Fengbin Tu
Yujie Wu
Lei Deng
Guoqi Li
Peng Li
Yuan Xie
181
31
0
25 Jul 2021
Towards Low-Latency Energy-Efficient Deep SNNs via Attention-Guided Compression
Souvik Kundu
Gourav Datta
Massoud Pedram
Peter A. Beerel
143
15
0
16 Jul 2021
The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware
Nature Communications (Nat Commun), 2021
Alpha Renner
F. Sheldon
Anatoly Zlotnik
L. Tao
A. Sornborger
206
53
0
13 Jun 2021
A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration
International Conference on Machine Learning (ICML), 2021
Yuhang Li
Shi-Wee Deng
Xin Dong
Yazhe Niu
Shi Gu
184
229
0
13 Jun 2021
Federated Learning with Spiking Neural Networks
IEEE Transactions on Signal Processing (IEEE TSP), 2021
Yeshwanth Venkatesha
Youngeun Kim
Leandros Tassiulas
Priyadarshini Panda
FedML
135
59
0
11 Jun 2021
Training Energy-Efficient Deep Spiking Neural Networks with Time-to-First-Spike Coding
Seongsik Park
Sungroh Yoon
135
10
0
04 Jun 2021
A Microarchitecture Implementation Framework for Online Learning with Temporal Neural Networks
IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2021
Harideep Nair
J. Shen
James E. Smith
224
10
0
27 May 2021
BackEISNN: A Deep Spiking Neural Network with Adaptive Self-Feedback and Balanced Excitatory-Inhibitory Neurons
Neural Networks (NN), 2021
Dongcheng Zhao
Yi Zeng
Yang Li
171
53
0
27 May 2021
BSNN: Towards Faster and Better Conversion of Artificial Neural Networks to Spiking Neural Networks with Bistable Neurons
Frontiers in Neuroscience (Front. Neurosci.), 2021
Yang Li
Yi Zeng
Dongcheng Zhao
145
34
0
27 May 2021
Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Jianhao Ding
Zhaofei Yu
Yonghong Tian
Tiejun Huang
202
181
0
25 May 2021
Efficient Spiking Neural Networks with Radix Encoding
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Zhehui Wang
Xiaozhe Gu
Rick Siow Mong Goh
Qiufeng Wang
Yaoyu Zhang
214
26
0
14 May 2021
Deep Spiking Convolutional Neural Network for Single Object Localization Based On Deep Continuous Local Learning
International Conference on Content-Based Multimedia Indexing (CBMI), 2021
Sami Barchid
José Mennesson
Chaabane Djéraba
121
11
0
12 May 2021
Spatio-Temporal Pruning and Quantization for Low-latency Spiking Neural Networks
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Sayeed Shafayet Chowdhury
Isha Garg
Kaushik Roy
198
47
0
26 Apr 2021
A Fully Spiking Hybrid Neural Network for Energy-Efficient Object Detection
IEEE Transactions on Image Processing (TIP), 2021
Biswadeep Chakraborty
Xueyuan She
Saibal Mukhopadhyay
255
58
0
21 Apr 2021
Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection
ACM Multimedia (ACM MM), 2021
Kecheng Chen
Kun Long
Yazhou Ren
Jiayu Sun
X. Pu
MedIm
133
22
0
18 Apr 2021
Previous
1
2
3
4
5
6
7
Next
Page 5 of 7
