SLAYER: Spike Layer Error Reassignment in Time

5 September 2018

Garrick Orchard

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

50 / 189 papers shown

Title
A Scalable Hybrid Training Approach for Recurrent Spiking Neural Networks Maximilian Baronig Yeganeh Bahariasl Ozan Özdenizci Robert Legenstein 13 0 0 17 Jun 2025
Object Classification Utilizing Neuromorphic Proprioceptive Signals in Active Exploration: Validated on a Soft Anthropomorphic Hand Fengyi Wang Xiangyu Fu Nitish Thakor Gordon Cheng 28 0 0 23 May 2025
Spiking Neural Network: a low power solution for physical layer authentication Jung Hoon Lee Sujith Vijayan 58 0 0 19 May 2025
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Boxun Xu Richard Boone Peng Li 83 0 0 18 May 2025
Energy efficiency analysis of Spiking Neural Networks for space applications Paolo Lunghi Stefano Silvestrini Dominik Dold Gabriele Meoni Alexander Hadjiivanov Dario Izzo 64 0 0 16 May 2025
Sigma-Delta Neural Network Conversion on Loihi 2 Matthew Brehove Sadia Anjum Tumpa Espoir Kyubwa Naresh Menon Vijaykrishnan Narayanan 43 0 0 09 May 2025
Input-Specific and Universal Adversarial Attack Generation for Spiking Neural Networks in the Spiking Domain Spyridon Raptis Haralampos-G. Stratigopoulos AAML 72 0 0 07 May 2025
Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition Siyuan Yang Shilin Lu Shizheng Wang Meng Hwa Er Zengwei Zheng Alex C. Kot 95 0 0 21 Mar 2025
TESS: A Scalable Temporally and Spatially Local Learning Rule for Spiking Neural Networks M. Apolinario Kaushik Roy Charlotte Frenkel 292 0 0 03 Feb 2025
Channel-wise Parallelizable Spiking Neuron with Multiplication-free Dynamics and Large Temporal Receptive Fields Peng Xue Wei Fang Zhengyu Ma Zihan Huang Zhaokun Zhou Yonghong Tian T. Masquelier Huihui Zhou 163 1 0 24 Jan 2025
A Truly Sparse and General Implementation of Gradient-Based Synaptic Plasticity Jamie Lohoff Anil Kaya Florian Assmuth Emre Neftci 148 1 0 20 Jan 2025
Spiking Transformer with Spatial-Temporal Attention Donghyun Lee Yuhang Li Youngeun Kim Shiting Xiao Priyadarshini Panda 78 3 0 29 Sep 2024
DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention Boxun Xu Hejia Geng Yuxuan Yin Peng Li AI4TS 137 0 0 20 Sep 2024
Pushing the boundaries of event subsampling in event-based video classification using CNNs Hesam Araghi Jan van Gemert Nergis Tomen 87 2 0 13 Sep 2024
Advancing Spatio-Temporal Processing in Spiking Neural Networks through Adaptation Maximilian Baronig Romain Ferrand Silvester Sabathiel Robert Legenstein 81 6 0 14 Aug 2024
EvSign: Sign Language Recognition and Translation with Streaming Events Pengyu Zhang Hao Yin Zeren Wang Wenyue Chen Shengming Li Dong Wang Huchuan Lu Xu Jia SLR 81 6 0 17 Jul 2024
Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing Biswadeep Chakraborty Saibal Mukhopadhyay 97 2 0 08 Jul 2024
Fourier or Wavelet bases as counterpart self-attention in spikformer for efficient visual classification Qingyu Wang Duzhen Zhang Tilelin Zhang Bo Xu 82 1 0 27 Mar 2024
EAS-SNN: End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks Ziming Wang Ziling Wang Huaning Li Lang Qin Runhao Jiang De Ma Huajin Tang 80 11 0 19 Mar 2024
Parallel Spiking Unit for Efficient Training of Spiking Neural Networks Yang Li Yinqian Sun Xiang He Yiting Dong Dongcheng Zhao Yi Zeng 71 4 0 01 Feb 2024
Speed-based Filtration and DBSCAN of Event-based Camera Data with Neuromorphic Computing Charles P. Rizzo Catherine D. Schuman J. Plank 56 1 0 26 Jan 2024
DISTA: Denoising Spiking Transformer with intrinsic plasticity and spatiotemporal attention Boxun Xu Hejia Geng Yuxuan Yin Peng Li 77 2 0 15 Nov 2023
Spike-based Neuromorphic Computing for Next-Generation Computer Vision Md. Sakib Hasan Catherine D. Schuman Zhongyang Zhang Tauhidur Rahman Garrett S. Rose 114 1 0 15 Oct 2023
SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition Hongwei Ren Yue Zhou Yulong Huang Haotian Fu Xiaopeng Lin Jie Song Bo-Xun Cheng 74 22 0 11 Oct 2023
SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network Changze Lv Tianlong Li Changze Lv Yufei Gu Jianhan Xu Cenyuan Zhang Muling Wu Xiaoqing Zheng Xuanjing Huang CLIP VLM 158 3 0 10 Oct 2023
Enabling energy-Efficient object detection with surrogate gradient descent in spiking neural networks Jilong Luo Shanlin Xiao Yinsheng Chen Zhiyi Yu 41 0 0 07 Sep 2023
Energy-Efficient On-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing Flor Ortíz N. Skatchkovsky E. Lagunas W. A. Martins G. Eappen Saed Daoud Osvaldo Simeone Bipin Rajendran Symeon Chatzinotas 83 8 0 22 Aug 2023
S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks M. Apolinario Kaushik Roy 125 6 0 27 Jun 2023
Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference Boyan Li Luziwei Leng Shuaijie Shen Kaixuan Zhang Jianguo Zhang Jianxing Liao Ran Cheng 110 7 0 21 Jun 2023
Temporal Contrastive Learning for Spiking Neural Networks Haonan Qiu Zeyin Song Yanqing Chen Munan Ning Wei Fang Tao Sun Zhengyu Ma Liuliang Yuan Yonghong Tian 41 1 0 23 May 2023
SPENSER: Towards a NeuroEvolutionary Approach for Convolutional Spiking Neural Networks Henrique Branquinho Nuno Lourenço Ernesto Costa 35 1 0 18 May 2023
Neuromorphic Computing with AER using Time-to-Event-Margin Propagation Madhuvanthi Srivatsav S. Chakrabartty Chetan Singh Thakur 49 1 0 27 Apr 2023
SEENN: Towards Temporal Spiking Early-Exit Neural Networks Yuhang Li Tamar Geller Youngeun Kim Priyadarshini Panda 98 41 0 02 Apr 2023
Hybrid Spiking Neural Network Fine-tuning for Hippocampus Segmentation Ye Yue M. Baltes Nidal Abujahar Tao Sun Charles D. Smith Trevor Bihl Jundong Liu 46 7 0 14 Feb 2023
Reducing ANN-SNN Conversion Error through Residual Membrane Potential Zecheng Hao Tong Bu Jianhao Ding Tiejun Huang Zhaofei Yu 119 62 0 04 Feb 2023
SPIDE: A Purely Spike-based Method for Training Feedback Spiking Neural Networks Mingqing Xiao Qingyan Meng Zongpeng Zhang Yisen Wang Zhouchen Lin 102 12 0 01 Feb 2023
Training Full Spike Neural Networks via Auxiliary Accumulation Pathway Guangyao Chen Peixi Peng Guoqi Li Yonghong Tian 120 27 0 27 Jan 2023
Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff Dengyu Wu Gao Jin Han Yu Xinping Yi Xiaowei Huang 76 2 0 23 Jan 2023
hxtorch.snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2 Philipp Spilger E. Arnold Luca Blessing Christian Mauch Christian Pehle Eric Müller Johannes Schemmel 32 10 0 23 Dec 2022
Event-driven Spectrotemporal Feature Extraction and Classification using a Silicon Cochlea Model Ying Xu S. Perera Y. Bethi Saeed Afshar André van Schaik 41 7 0 14 Dec 2022
Recurrent Vision Transformers for Object Detection with Event Cameras Mathias Gehrig Davide Scaramuzza 133 133 0 11 Dec 2022
Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks Thomas Nowotny J. Turner James C. Knight 84 15 0 02 Dec 2022
Synaptic Dynamics Realize First-order Adaptive Learning and Weight Symmetry Yukun Yang Peng Li ODL 88 1 0 01 Dec 2022
Event Transformer+. A multi-purpose solution for efficient event data processing Alberto Sabater Luis Montesano Ana C. Murillo ViT 62 8 0 22 Nov 2022
Intelligence Processing Units Accelerate Neuromorphic Learning P. Sun A. Titterton Anjlee Gopiani Tim Santos A. Basu Wei D. Lu Jason K. Eshraghian 47 8 0 19 Nov 2022
Desire Backpropagation: A Lightweight Training Algorithm for Multi-Layer Spiking Neural Networks based on Spike-Timing-Dependent Plasticity Daniel Gerlinghoff Yaoyu Zhang Rick Siow Mong Goh Weng-Fai Wong 105 2 0 10 Nov 2022
Integration of Neuromorphic AI in Event-Driven Distributed Digitized Systems: Concepts and Research Directions Mattias Nilsson Olov Schelén Anders Lindgren Ulf Bodin Cristina Paniagua J. Delsing Fredrik Sandin 120 16 0 20 Oct 2022
Exact Gradient Computation for Spiking Neural Networks Through Forward Propagation Jane Lee Saeid Haghighatshoar Amin Karbasi 64 0 0 18 Oct 2022
STSC-SNN: Spatio-Temporal Synaptic Connection with Temporal Convolution and Attention for Spiking Neural Networks Chengting Yu Zheming Gu Da Li Gaoang Wang Aili Wang Erping Li 94 39 0 11 Oct 2022
Training Spiking Neural Networks with Local Tandem Learning Qu Yang Jibin Wu Malu Zhang Yansong Chua Xinchao Wang Haizhou Li 106 40 0 10 Oct 2022