SLAYER: Spike Layer Error Reassignment in Time

5 September 2018

Garrick Orchard

Papers citing "SLAYER: Spike Layer Error Reassignment in Time"

50 / 190 papers shown

Title
Multi-domain Collaborative Feature Representation for Robust Visual Object Tracking Jiqing Zhang Kai Zhao B. Dong Yingkai Fu Yuxin Wang Xin Yang Baocai Yin 401 17 0 10 Aug 2021
Composing Recurrent Spiking Neural Networks using Locally-Recurrent Motifs and Risk-Mitigating Architectural Optimization Wenrui Zhang Hejia Geng Peng Li 54 5 0 04 Aug 2021
H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks Ling Liang Zheng Qu Zhaodong Chen Fengbin Tu Yujie Wu Lei Deng Guoqi Li Peng Li Yuan Xie 69 28 0 25 Jul 2021
Temporal-wise Attention Spiking Neural Networks for Event Streams Classification Man Yao Huanhuan Gao Guangshe Zhao Dingheng Wang Yihan Lin Zhao-Xu Yang Guoqi Li AI4TS 71 161 0 25 Jul 2021
A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware Philipp Plank A. Rao Andreas Wild Wolfgang Maass 85 105 0 08 Jul 2021
DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks Alberto Marchisio Giacomo Pira Maurizio Martina Guido Masera Mohamed Bennai AAML 88 31 0 01 Jul 2021
CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor Alberto Viale Alberto Marchisio Maurizio Martina Guido Masera Mohamed Bennai 88 45 0 01 Jul 2021
Backpropagated Neighborhood Aggregation for Accurate Training of Spiking Neural Networks Yukun Yang Wenrui Zhang Peng Li AAML 170 27 0 22 Jun 2021
Energy-efficient Knowledge Distillation for Spiking Neural Networks Dongjin Lee Seongsik Park Jongwan Kim Wuhyeong Doh Sungroh Yoon 52 12 0 14 Jun 2021
The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware Alpha Renner F. Sheldon Anatoly Zlotnik L. Tao A. Sornborger 67 41 0 13 Jun 2021
A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration Yuhang Li Shi-Wee Deng Xin Dong Ruihao Gong Shi Gu 76 195 0 13 Jun 2021
SpikePropamine: Differentiable Plasticity in Spiking Neural Networks Samuel Schmidgall Julia Ashkanazy W. Lawson Joe Hays 70 8 0 04 Jun 2021
Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks J. Hagenaars Federico Paredes-Valles Guido de Croon 84 139 0 03 Jun 2021
Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck N. Skatchkovsky Osvaldo Simeone Hyeryung Jang 80 20 0 02 Jun 2021
A Differentiable Point Process with Its Application to Spiking Neural Networks Hiroshi Kajino 14 5 0 02 Jun 2021
BackEISNN: A Deep Spiking Neural Network with Adaptive Self-Feedback and Balanced Excitatory-Inhibitory Neurons Dongcheng Zhao Yi Zeng Yang Li 75 42 0 27 May 2021
Sparse Spiking Gradient Descent Nicolas Perez Nieves Dan F. M. Goodman 71 85 0 18 May 2021
Efficient Spiking Neural Networks with Radix Encoding Zhehui Wang Xiaozhe Gu Rick Siow Mong Goh Qiufeng Wang Yaoyu Zhang 65 23 0 14 May 2021
SpikeMS: Deep Spiking Neural Network for Motion Segmentation Chethan Parameshwara Simin Li Cornelia Fermuller N. Sanket Matthew Evanusa Yiannis Aloimonos 60 44 0 13 May 2021
Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks Loic Cordone Benoit Miramond Sonia Ferrante 96 37 0 26 Apr 2021
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks Bojian Yin Federico Corradi S. Bohté 104 222 0 12 Mar 2021
Time-Ordered Recent Event (TORE) Volumes for Event Cameras R. W. Baldwin Ruixu Liu Mohammed Almatrafi V. Asari Keigo Hirakawa AI4TS 88 109 0 10 Mar 2021
Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks Shi-Wee Deng Shi Gu 212 207 0 28 Feb 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 231 502 0 08 Feb 2021
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Mohamed Bennai BDL 129 145 0 21 Dec 2020
On-Chip Error-triggered Learning of Multi-layer Memristive Spiking Neural Networks Melika Payvand M. Fouda Fadi J. Kurdahi A. Eltawil Emre Neftci 61 29 0 21 Nov 2020
Temporal Surrogate Back-propagation for Spiking Neural Networks Yukun Yang 43 1 0 18 Nov 2020
One-Shot Federated Learning with Neuromorphic Processors Kenneth Stewart Yanqi Gu FedML 46 2 0 01 Nov 2020
Going Deeper With Directly-Trained Larger Spiking Neural Networks Hanle Zheng Yujie Wu Lei Deng Yifan Hu Guoqi Li 78 530 0 29 Oct 2020
Spiking Neural Networks -- Part II: Detecting Spatio-Temporal Patterns N. Skatchkovsky Hyeryung Jang Osvaldo Simeone 63 17 0 27 Oct 2020
Quantum Superposition Inspired Spiking Neural Network Yinqian Sun Yi Zeng Tielin Zhang 61 23 0 23 Oct 2020
Brain-Inspired Learning on Neuromorphic Substrates Friedemann Zenke Emre Neftci 122 90 0 22 Oct 2020
Temporal Binary Representation for Event-Based Action Recognition Simone Undri Innocenti Federico Becattini F. Pernici A. Bimbo 119 69 0 18 Oct 2020
Finite Meta-Dynamic Neurons in Spiking Neural Networks for Spatio-temporal Learning Xiang Cheng Tielin Zhang Shuncheng Jia Bo Xu AI4CE 87 14 0 07 Oct 2020
Learning to Detect Objects with a 1 Megapixel Event Camera E. Perot Pierre de Tournemire D. Nitti Jonathan Masci A. Sironi ObjD 80 263 0 28 Sep 2020
Event-Based Backpropagation can compute Exact Gradients for Spiking Neural Networks Timo C. Wunderlich Christian Pehle 88 122 0 17 Sep 2020
Event-Driven Visual-Tactile Sensing and Learning for Robots Tasbolat Taunyazov Weicong Sng H. See Brian Z. H. Lim Jethro Kuan Abdul Fatir Ansari Benjamin C. K. Tee Harold Soh 72 94 0 15 Sep 2020
DIET-SNN: Direct Input Encoding With Leakage and Threshold Optimization in Deep Spiking Neural Networks Nitin Rathi Kaushik Roy 130 135 0 09 Aug 2020
TactileSGNet: A Spiking Graph Neural Network for Event-based Tactile Object Recognition Fuqiang Gu Weicong Sng Tasbolat Taunyazov Harold Soh 35 39 0 01 Aug 2020
Online Spatio-Temporal Learning in Deep Neural Networks Thomas Bohnstingl Stanislaw Wo'zniak Wolfgang Maass A. Pantazi E. Eleftheriou 79 45 0 24 Jul 2020
A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-time Systems Andrés Ussa Chockalingam Senthil Rajen Deepak Singla Jyotibdha Acharya Gideon Fu Chuanrong A. Basu Bharath Ramesh 68 15 0 21 Jul 2020
Nengo and low-power AI hardware for robust, embedded neurorobotics Travis DeWolf P. Jaworski C. Eliasmith 61 68 0 20 Jul 2020
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen T. Masquelier Tiejun Huang Yonghong Tian 178 532 0 11 Jul 2020
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications M. R. Azghadi Corey Lammie Jason K. Eshraghian Melika Payvand Elisa Donati B. Linares-Barranco Giacomo Indiveri 77 142 0 11 Jul 2020
Long Short-Term Memory Spiking Networks and Their Applications Ali Lotfi-Rezaabad S. Vishwanath 79 62 0 09 Jul 2020
BS4NN: Binarized Spiking Neural Networks with Temporal Coding and Learning Saeed Reza Kheradpisheh M. Mirsadeghi T. Masquelier MQ AI4CE 106 76 0 08 Jul 2020
Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks Jibin Wu Chenglin Xu Daquan Zhou Haizhou Li Kay Chen Tan 67 117 0 02 Jul 2020
An Astrocyte-Modulated Neuromorphic Central Pattern Generator for Hexapod Robot Locomotion on Intel's Loihi Ioannis E. Polykretis Konstantinos Michmizos 66 29 0 08 Jun 2020
Training Deep Spiking Neural Networks Eimantas Ledinauskas J. Ruseckas Alfonsas Jursenas Giedrius Burachas 98 55 0 08 Jun 2020
Unifying Activation- and Timing-based Learning Rules for Spiking Neural Networks Jinseok Kim Kyungsu Kim Jae-Joon Kim 84 53 0 04 Jun 2020