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1608.08782
Cited By
Training Deep Spiking Neural Networks using Backpropagation
31 August 2016
Junhaeng Lee
T. Delbruck
Michael Pfeiffer
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Papers citing
"Training Deep Spiking Neural Networks using Backpropagation"
50 / 353 papers shown
Toward stochastic neural computing
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Zhichao Zhu
Yiming Wei
Lu Cao
Zhigang Wang
Jie Zhang
Wenlian Lu
Jianfeng Feng
194
2
0
23 May 2023
Temporal Contrastive Learning for Spiking Neural Networks
International Conference on Artificial Neural Networks (ICANN), 2023
Haonan Qiu
Zeyin Song
Yanqing Chen
Munan Ning
Wei Fang
Tao Sun
Zhengyu Ma
Liuliang Yuan
Yonghong Tian
124
2
0
23 May 2023
From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection
IEEE International Conference on Computer Vision (ICCV), 2023
Nikola Zubić
Daniel Gehrig
Mathias Gehrig
Davide Scaramuzza
AI4TS
365
60
0
26 Apr 2023
Membrane Potential Distribution Adjustment and Parametric Surrogate Gradient in Spiking Neural Networks
Siqi Wang
Tee Hiang Cheng
M. Lim
101
0
0
26 Apr 2023
Spikingformer: A Key Foundation Model for Spiking Neural Networks
Chenlin Zhou
Liutao Yu
Zhaokun Zhou
Zhengyu Ma
Han Zhang
Huihui Zhou
Zhengyu Ma
Yonghong Tian
509
85
0
24 Apr 2023
Multi-scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks
Wenxuan Pan
Feifei Zhao
Bing Han
Yi Zeng
338
2
0
21 Apr 2023
MSAT: Biologically Inspired Multi-Stage Adaptive Threshold for Conversion of Spiking Neural Networks
Xiang He
Yang Li
Dongcheng Zhao
Qingqun Kong
Yi Zeng
174
12
0
23 Mar 2023
MT-SNN: Enhance Spiking Neural Network with Multiple Thresholds
Xiaoting Wang
Yanxiang Zhang
Yongzhen Zhang
279
8
0
20 Mar 2023
Gradient-descent hardware-aware training and deployment for mixed-signal Neuromorphic processors
Uğurcan Cakal
Maryada
Chenxi Wu
I. Ulusoy
Dylan R. Muir
225
9
0
14 Mar 2023
Joint ANN-SNN Co-training for Object Localization and Image Segmentation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
M. Baltes
Nidal Abujahar
Ye Yue
Charles D. Smith
Jundong Liu
117
6
0
10 Mar 2023
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks
International Conference on Learning Representations (ICLR), 2023
Tong Bu
Wei Fang
Jianhao Ding
Penglin Dai
Zhaofei Yu
Tiejun Huang
265
248
0
08 Mar 2023
Communication Trade-offs in Federated Learning of Spiking Neural Networks
Soumi Chaki
David Weinberg
Ayça Özçelikkale
FedML
262
2
0
27 Feb 2023
KLIF: An optimized spiking neuron unit for tuning surrogate gradient slope and membrane potential
Chunming Jiang
Yilei Zhang
113
19
0
18 Feb 2023
Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks
Xueye Zheng
Yexin Liu
Yunfan Lu
Tongyan Hua
Tianbo Pan
Weiming Zhang
Dacheng Tao
Lin Wang
AI4TS
BDL
3DV
311
117
0
17 Feb 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
178
26
0
13 Feb 2023
The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks
Clemens J. S. Schaefer
Pooria Taheri
Mark Horeni
Siddharth Joshi
217
14
0
08 Feb 2023
SPIDE: A Purely Spike-based Method for Training Feedback Spiking Neural Networks
Neural Networks (Neural Netw.), 2023
Mingqing Xiao
Qingyan Meng
Zongpeng Zhang
Yisen Wang
Zhouchen Lin
297
17
0
01 Feb 2023
Training Full Spike Neural Networks via Auxiliary Accumulation Pathway
Guangyao Chen
Peixi Peng
Guoqi Li
Yonghong Tian
301
37
0
27 Jan 2023
Towards NeuroAI: Introducing Neuronal Diversity into Artificial Neural Networks
Fenglei Fan
Yingxin Li
Hanchuan Peng
T. Zeng
Haiwei Yang
146
9
0
23 Jan 2023
In-Sensor & Neuromorphic Computing are all you need for Energy Efficient Computer Vision
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Gourav Datta
Zeyu Liu
Md. Abdullah-Al Kaiser
Souvik Kundu
Joe Mathai
Zihan Yin
Ajey P. Jacob
Akhilesh R. Jaiswal
Peter A. Beerel
213
14
0
21 Dec 2022
Hoyer regularizer is all you need for ultra low-latency spiking neural networks
Gourav Datta
Zeyu Liu
Peter A. Beerel
219
11
0
20 Dec 2022
Exploring Tradeoffs in Spiking Neural Networks
Neural Computation (Neural Comput.), 2022
Florian Bacho
Dominique F. Chu
228
1
0
15 Dec 2022
Recurrent Vision Transformers for Object Detection with Event Cameras
Computer Vision and Pattern Recognition (CVPR), 2022
Mathias Gehrig
Davide Scaramuzza
399
199
0
11 Dec 2022
Models Developed for Spiking Neural Networks
MethodsX (MethodsX), 2022
Shahriar Rezghi Shirsavar
A. Vahabie
M. Dehaqani
199
7
0
08 Dec 2022
Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks
Thomas Nowotny
J. Turner
James C. Knight
327
27
0
02 Dec 2022
Timing-Based Backpropagation in Spiking Neural Networks Without Single-Spike Restrictions
Kakei Yamamoto
Yusuke Sakemi
Kazuyuki Aihara
203
3
0
29 Nov 2022
PC-SNN: Predictive Coding-based Local Hebbian Plasticity Learning in Spiking Neural Networks
Haidong Wang
Xiaogang Xiong
Mengting Lan
Y. Lou
Zixuan Jiang
KC Santosh
Shimin Wang
Renxin Zhong
216
4
0
24 Nov 2022
Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras
Daniel Gehrig
Davide Scaramuzza
GNN
131
40
0
22 Nov 2022
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Shristi Das Biswas
Adarsh Kosta
C. Liyanagedera
M. Apolinario
Kaushik Roy
289
28
0
19 Nov 2022
SMS: Spiking Marching Scheme for Efficient Long Time Integration of Differential Equations
Journal of Computational Physics (JCP), 2022
Qian Zhang
Adar Kahana
George Karniadakis
P. Stinis
193
13
0
17 Nov 2022
Motif-topology improved Spiking Neural Network for the Cocktail Party Effect and McGurk Effect
Shuncheng Jia
Tielin Zhang
Ruichen Zuo
Bo Xu
142
0
0
12 Nov 2022
Towards Energy-Efficient, Low-Latency and Accurate Spiking LSTMs
Gourav Datta
Haoqing Deng
R. Aviles
Peter A. Beerel
259
11
0
23 Oct 2022
Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Lang Feng
Qianhui Liu
Huajin Tang
De Ma
Gang Pan
200
57
0
12 Oct 2022
Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware
International Green and Sustainable Computing Conference (GSC), 2022
Peyton S. Chandarana
Mohammadreza Mohammadi
J. Seekings
Ramtin Zand
210
8
0
10 Oct 2022
Online Training Through Time for Spiking Neural Networks
Neural Information Processing Systems (NeurIPS), 2022
Mingqing Xiao
Qingyan Meng
Zongpeng Zhang
D.K. He
Zhouchen Lin
283
90
0
09 Oct 2022
In the realm of hybrid Brain: Human Brain and AI
Hoda Fares
Margherita Ronchini
M. Zamani
H. Farkhani
F. Moradi
231
7
0
04 Oct 2022
Spikformer: When Spiking Neural Network Meets Transformer
International Conference on Learning Representations (ICLR), 2022
Zhaokun Zhou
Yuesheng Zhu
Chao He
Yaowei Wang
Shuicheng Yan
Yonghong Tian
Liuliang Yuan
398
375
0
29 Sep 2022
Spiking SiamFC++: Deep Spiking Neural Network for Object Tracking
Di Zhang
Tao Zhang
Shuqing Jiang
Yanan Han
Yahui Zhang
Chenyang Du
Xingxing Guo
Licun Yu
Yue-chun Shi
Yue Hao
180
18
0
24 Sep 2022
A Spatial-channel-temporal-fused Attention for Spiking Neural Networks
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Wuque Cai
Hongze Sun
Rui Liu
Yan Cui
Jun Wang
Yang Xia
D. Yao
Daqing Guo
292
24
0
22 Sep 2022
RGB-Event Fusion for Moving Object Detection in Autonomous Driving
IEEE International Conference on Robotics and Automation (ICRA), 2022
Zhuyun Zhou
Zongwei Wu
Rémi Boutteau
Fan Yang
C. Demonceaux
D. Ginhac
253
62
0
17 Sep 2022
Sub-mW Neuromorphic SNN audio processing applications with Rockpool and Xylo
Hannah Bos
Dylan R. Muir
143
37
0
27 Aug 2022
Encoding Integers and Rationals on Neuromorphic Computers using Virtual Neuron
Scientific Reports (Sci Rep), 2022
Prasanna Date
Shruti R. Kulkarni
Aaron R. Young
Catherine D. Schuman
T. Potok
Jeffrey S. Vetter
155
6
0
15 Aug 2022
Making a Spiking Net Work: Robust brain-like unsupervised machine learning
Peter G. Stratton
Andrew Wabnitz
Chip Essam
A. Cheung
T. Hamilton
OOD
252
6
0
02 Aug 2022
A temporally and spatially local spike-based backpropagation algorithm to enable training in hardware
Anmol Biswas
V. Saraswat
U. Ganguly
AAML
145
1
0
20 Jul 2022
An Unsupervised STDP-based Spiking Neural Network Inspired By Biologically Plausible Learning Rules and Connections
Neural Networks (NN), 2022
Yiting Dong
Dongcheng Zhao
Yang Li
Yi Zeng
SSL
186
56
0
06 Jul 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
373
55
0
04 Jul 2022
Fluctuation-driven initialization for spiking neural network training
Julian Rossbroich
Julia Gygax
Friedemann Zenke
153
38
0
21 Jun 2022
TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Rui-Jie Zhu
Tian-Jing Zhang
Qihang Zhao
Haoyu Deng
Yule Duan
Liang-Jian Deng
AI4TS
349
89
0
21 Jun 2022
SpikiLi: A Spiking Simulation of LiDAR based Real-time Object Detection for Autonomous Driving
International Conference on Event-Based Control, Communication, and Signal Processing (ICECCSP), 2022
S. Mohapatra
Thomas Mesquida
Mona Hodaei
S. Yogamani
H. Gotzig
Patrick Mäder
3DPC
216
1
0
06 Jun 2022
The Spike Gating Flow: A Hierarchical Structure Based Spiking Neural Network for Online Gesture Recognition
Frontiers in Neuroscience (Front. Neurosci.), 2022
Zihao Zhao
Yanhong Wang
Qiaosha Zou
Tie Xu
Fangbo Tao
Jiansong Zhang
Xiaoan Wang
Chuanjin Richard Shi
Junwen Luo
Yuan Xie
205
2
0
04 Jun 2022
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