Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection

12 March 2019

Seijoon Kim

Papers citing "Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection"

46 / 46 papers shown

Title
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition Zeqi Zheng Yanchen Huang Yingchao Yu Zizheng Zhu Junfeng Tang Zhaofei Yu Yaochu Jin 39 0 0 20 Mar 2025
ICanC: Improving Camera-based Object Detection and Energy Consumption in Low-Illumination Environments Daniel Ma Ren Zhong Weisong Shi 29 0 0 02 Mar 2025
Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising Zheng Li Qiaoyun Wu Jialin Zhang Kaijun Zhang Jun Wang 3DPC 47 0 0 27 Feb 2025
Real Time Scheduling Framework for Multi Object Detection via Spiking Neural Networks D. Kang Woojin Shin Cheol-Ho Hong Minsuk Koo Brent ByungHoon Kang Jinkyu Lee Hyeongboo Baek 26 0 0 29 Jan 2025
Frequency-Adaptive Low-Latency Object Detection Using Events and Frames Haitian Zhang Xiangyuan Wang Chang Xu Xinya Wang Fang Xu Huai Yu Lei Yu Wen Yang ObjD 92 0 0 05 Dec 2024
Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing Biswadeep Chakraborty Saibal Mukhopadhyay 38 2 0 08 Jul 2024
Multi-Bit Mechanism: A Novel Information Transmission Paradigm for Spiking Neural Networks Yongjun Xiao Xianlong Tian Yongqi Ding Pei He Mengmeng Jing Lin Zuo MQ 32 1 0 08 Jul 2024
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN Biswadeep Chakraborty Beomseok Kang H. Kumar Saibal Mukhopadhyay 38 8 0 06 Mar 2024
Energy-Efficient Visual Search by Eye Movement and Low-Latency Spiking Neural Network Yunhui Zhou Dongqi Han Yuguo Yu 3DH 31 0 0 10 Oct 2023
Highly Efficient SNNs for High-speed Object Detection Nemin Qiu Zhiguo Li Yuan Li Chuang Zhu 22 0 0 27 Sep 2023
Enabling energy-Efficient object detection with surrogate gradient descent in spiking neural networks Jilong Luo Shanlin Xiao Yinsheng Chen Zhiyi Yu 16 0 0 07 Sep 2023
Automotive Object Detection via Learning Sparse Events by Spiking Neurons Hu Zhang Yanchen Li Luziwei Leng Kaiwei Che Qian Liu Qinghai Guo Jianxing Liao Ran Cheng 34 6 0 24 Jul 2023
Sparse-firing regularization methods for spiking neural networks with time-to-first spike coding Yusuke Sakemi Kakei Yamamoto T. Hosomi Kazuyuki Aihara 40 7 0 24 Jul 2023
Deep Directly-Trained Spiking Neural Networks for Object Detection Qiaoyi Su Yuhong Chou Yifan Hu Jianing Li Shijie Mei Ziyang Zhang Guoqiu Li ObjD 13 68 0 21 Jul 2023
InfLoR-SNN: Reducing Information Loss for Spiking Neural Networks Yu-Zhu Guo Y. Chen Liwen Zhang Xiaode Liu Xinyi Tong Yuanyuan Ou Xuhui Huang Zhe Ma AAML 41 3 0 10 Jul 2023
Spiking Neural Network for Ultra-low-latency and High-accurate Object Detection Jinye Qu Zeyu Gao Tielin Zhang Yan-Feng Lu Huajin Tang Hong Qiao 16 18 0 21 Jun 2023
NU-AIR -- A Neuromorphic Urban Aerial Dataset for Detection and Localization of Pedestrians and Vehicles Craig Iaboni Thomas Kelly Pramod Abichandani 21 2 0 18 Feb 2023
Reducing ANN-SNN Conversion Error through Residual Membrane Potential Zecheng Hao Tong Bu Jianhao Ding Tiejun Huang Zhaofei Yu 25 54 0 04 Feb 2023
Energy Efficient Training of SNN using Local Zeroth Order Method B. Mukhoty V. Bojkovic William de Vazelhes Giulia De Masi Huan Xiong Bin Gu 24 0 0 02 Feb 2023
DOTIE - Detecting Objects through Temporal Isolation of Events using a Spiking Architecture M. Nagaraj C. Liyanagedera Kaushik Roy 20 21 0 03 Oct 2022
Spiking SiamFC++: Deep Spiking Neural Network for Object Tracking S. Xiang Tao Zhang Shuqing Jiang Yanan Han Yahui Zhang Chenyang Du Xingxing Guo Licun Yu Yue-chun Shi Yue Hao 6 9 0 24 Sep 2022
Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks Jintang Li Zhouxin Yu Zulun Zhu Liang Chen Qi Yu Zibin Zheng Sheng Tian Ruofan Wu Changhua Meng GNN 21 31 0 15 Aug 2022
BrainCog: A Spiking Neural Network based Brain-inspired Cognitive Intelligence Engine for Brain-inspired AI and Brain Simulation Yi Zeng Dongcheng Zhao Feifei Zhao Guobin Shen Yiting Dong ... Xin Liu Chen-Yu Du Qingqun Kong Zizhe Ruan Weida Bi 36 68 0 18 Jul 2022
Solving the Spike Feature Information Vanishing Problem in Spiking Deep Q Network with Potential Based Normalization Yinqian Sun Yi Zeng Yang Li 19 15 0 08 Jun 2022
Spiking Approximations of the MaxPooling Operation in Deep SNNs Ramashish Gaurav B. Tripp Apurva Narayan 32 8 0 14 May 2022
Object Detection with Spiking Neural Networks on Automotive Event Data Loic Cordone Benoit Miramond Philippe Thiérion 30 98 0 09 May 2022
Sparse Compressed Spiking Neural Network Accelerator for Object Detection Hong-Han Lien Tian-Sheuan Chang 19 25 0 02 May 2022
Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation Qingyan Meng Mingqing Xiao Shen Yan Yisen Wang Zhouchen Lin Zhimin Luo 24 134 0 01 May 2022
Rethinking Pretraining as a Bridge from ANNs to SNNs Yihan Lin Yifan Hu Shiji Ma Guo-Qi Li Dongjie Yu 31 12 0 02 Mar 2022
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting Shi-Wee Deng Yuhang Li Shanghang Zhang Shi Gu 117 243 0 24 Feb 2022
Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time Bojian Yin Federico Corradi S. Bohté 35 61 0 20 Dec 2021
Human-Level Control through Directly-Trained Deep Spiking Q-Networks Guisong Liu Wenjie Deng Xiurui Xie Li Huang Huajin Tang OffRL 19 43 0 13 Dec 2021
BioLeaF: A Bio-plausible Learning Framework for Training of Spiking Neural Networks Yukun Yang Peng Li 14 3 0 14 Nov 2021
Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Spiking Neural Networks Guobin Shen Dongcheng Zhao Yi Zeng 33 54 0 17 Oct 2021
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation Youngeun Kim Joshua Chough Priyadarshini Panda 40 79 0 14 Oct 2021
Fully Spiking Variational Autoencoder Hiromichi Kamata Yusuke Mukuta Tatsuya Harada BDL DRL 30 41 0 26 Sep 2021
Distilling Neuron Spike with High Temperature in Reinforcement Learning Agents Ling Zhang Jian Cao Yuan Zhang Bohan Zhou Shuo Feng 11 9 0 05 Aug 2021
A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration Yuhang Li Shi-Wee Deng Xin Dong Ruihao Gong Shi Gu 15 185 0 13 Jun 2021
A Microarchitecture Implementation Framework for Online Learning with Temporal Neural Networks Harideep Nair J. Shen James E. Smith 25 8 0 27 May 2021
Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks Jianhao Ding Zhaofei Yu Yonghong Tian Tiejun Huang 13 153 0 25 May 2021
Deep Spiking Convolutional Neural Network for Single Object Localization Based On Deep Continuous Local Learning Sami Barchid José Mennesson Chaabane Djéraba 31 9 0 12 May 2021
LittleYOLO-SPP: A Delicate Real-Time Vehicle Detection Algorithm Sri Jamiya S Esther Rani P ObjD 24 71 0 11 Nov 2020
Neuromorphic Processing and Sensing: Evolutionary Progression of AI to Spiking Philippe Reiter G. R. Jose Spyridon Bizmpikis Ionela-Ancuta Cîrjila 19 1 0 10 Jul 2020
Constructing Accurate and Efficient Deep Spiking Neural Networks with Double-threshold and Augmented Schemes Qiang Yu Chenxiang Ma Shiming Song Gaoyan Zhang J. Dang Kay Chen Tan 20 49 0 05 May 2020
SiamSNN: Siamese Spiking Neural Networks for Energy-Efficient Object Tracking Yihao Luo Min Xu Caihong Yuan Xiang Cao Liangqi Zhang Yan Xu Tianjiang Wang Qi Feng 22 24 0 17 Mar 2020
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 119 481 0 26 Mar 2018