Deep Directly-Trained Spiking Neural Networks for Object Detection

21 July 2023

Papers citing "Deep Directly-Trained Spiking Neural Networks for Object Detection"

39 / 39 papers shown

Title
Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object Detection Xiao Wang Yu Jin Lan Chen Bo Jiang Lin Zhu Yonghong Tian Jin Tang Bin Luo 2 0 0 19 May 2025
$SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity$ SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity Shihao Zou Qingfeng Li Wei Ji Jingjing Li Yongkui Yang Guoqi Li Chao Dong 27 0 0 15 May 2025
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras Qi Xu Jie Deng Jiangrong Shen Biwu Chen Huajin Tang Gang Pan 36 0 0 12 May 2025
Decision SpikeFormer: Spike-Driven Transformer for Decision Making Wei Huang Qinying Gu Nanyang Ye OffRL 29 1 0 04 Apr 2025
Region Masking to Accelerate Video Processing on Neuromorphic Hardware Sreetama Sarkar S. Shrestha Yue Che L. Campos-Macias Gourav Datta P. Beerel 47 0 0 21 Mar 2025
Rethinking Spiking Neural Networks from an Ensemble Learning Perspective Yongqi Ding Lin Zuo Mengmeng Jing Pei He Hanpu Deng 57 1 0 20 Feb 2025
CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks Yulong Huang Xiaopeng Lin Hongwei Ren Haotian Fu Yue Zhou Zunchang Liu Biao Pan Bojun Cheng 57 10 0 20 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
Exploiting Label Skewness for Spiking Neural Networks in Federated Learning Di Yu Xin Du Linshan Jiang Shunwen Bai Wentao Tong Shuiguang Deng FedML 36 0 0 23 Dec 2024
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training Man Yao Xuerui Qiu Tianxiang Hu J. Hu Yuhong Chou Keyu Tian Jianxing Liao Luziwei Leng Bo Xu Guoqi Li 76 7 0 25 Nov 2024
Spiking Transformer with Spatial-Temporal Attention Donghyun Lee Yuhang Li Youngeun Kim Shiting Xiao Priyadarshini Panda 30 1 0 29 Sep 2024
SDP: Spiking Diffusion Policy for Robotic Manipulation with Learnable Channel-Wise Membrane Thresholds Zhixing Hou Maoxu Gao Hang Yu Mengyu Yang Chio-in Ieong 45 1 0 17 Sep 2024
ReSpike: Residual Frames-based Hybrid Spiking Neural Networks for Efficient Action Recognition Shiting Xiao Yuhang Li Youngeun Kim Donghyun Lee Priyadarshini Panda 41 1 0 03 Sep 2024
N-DriverMotion: Driver motion learning and prediction using an event-based camera and directly trained spiking neural networks Hyo Jong Chung Byungkon Kang Yoonseok Yang 32 0 0 23 Aug 2024
When In-memory Computing Meets Spiking Neural Networks -- A Perspective on Device-Circuit-System-and-Algorithm Co-design Abhishek Moitra Abhiroop Bhattacharjee Yuhang Li Youngeun Kim Priyadarshini Panda 30 1 0 22 Aug 2024
Toward End-to-End Bearing Fault Diagnosis for Industrial Scenarios with Spiking Neural Networks Yongqi Ding Lin Zuo Mengmeng Jing Kunshan Yang Biao Chen Yunqian Yu 27 0 0 17 Aug 2024
PowerYOLO: Mixed Precision Model for Hardware Efficient Object Detection with Event Data Dominika Przewlocka-Rus T. Kryjak M. Gorgon 29 0 0 11 Jul 2024
Embedded event based object detection with spiking neural network Jonathan Courtois Pierre-Emmanuel Novac E. Lemaire Alain Pegatoquet Benoit Miramond 40 2 0 25 Jun 2024
RTFormer: Re-parameter TSBN Spiking Transformer Hongzhi Wang Xiubo Liang Mengjian Li Tao Zhang 38 0 0 20 Jun 2024
NeuroMoCo: A Neuromorphic Momentum Contrast Learning Method for Spiking Neural Networks Yuqi Ma Huamin Wang Hangchi Shen Xuemei Chen Shukai Duan Shiping Wen 57 0 0 10 Jun 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms Xingrun Xing Zheng Zhang Ziyi Ni Shitao Xiao Yiming Ju Siqi Fan Yequan Wang Jiajun Zhang Guoqi Li 47 10 0 05 Jun 2024
Autonomous Driving with Spiking Neural Networks Rui-Jie Zhu Ziqing Wang Leilani H. Gilpin Jason Eshraghian 34 6 0 30 May 2024
Learning A Spiking Neural Network for Efficient Image Deraining Tianyu Song Guiyue Jin Pengpeng Li Kui Jiang Xiang Chen Jiyu Jin 55 9 0 10 May 2024
Deep Event-based Object Detection in Autonomous Driving: A Survey Bin Zhou Jie Jiang 38 0 0 07 May 2024
Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods Chenlin Zhou Han Zhang Liutao Yu Yumin Ye Zhaokun Zhou Liwei Huang Zhengyu Ma Xiaopeng Fan Huihui Zhou Yonghong Tian 46 11 0 06 May 2024
Tracking-Assisted Object Detection with Event Cameras Ting-Kang Yen Igor Morawski Shusil Dangi Kai He ChungYi Lin Jia-Fong Yeh Hung-Ting Su Winston H. Hsu 45 0 0 27 Mar 2024
SFOD: Spiking Fusion Object Detector Yimeng Fan Wei Zhang Changsong Liu Mingyang Li Wen-Cai Lu 38 8 0 22 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 36 10 0 19 Mar 2024
Spiking Wavelet Transformer Yuetong Fang Ziqing Wang Lingfeng Zhang Jiahang Cao Honglei Chen Renjing Xu 64 5 0 17 Mar 2024
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention Soikat Hasan Ahmed Jan Finkbeiner Emre Neftci 38 0 0 15 Mar 2024
SDiT: Spiking Diffusion Model with Transformer Shu Yang Hanzhi Ma Chengting Yu Aili Wang Er-ping Li DiffM 32 4 0 18 Feb 2024
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips Man Yao Jiakui Hu Tianxiang Hu Yifan Xu Zhaokun Zhou Yonghong Tian Boxing Xu Guoqi Li 37 58 0 15 Feb 2024
Spiking CenterNet: A Distillation-boosted Spiking Neural Network for Object Detection Lennard Bodden Franziska Schwaiger Duc Bach Ha Lars Kreuzberg Sven Behnke 21 3 0 02 Feb 2024
Low-power event-based face detection with asynchronous neuromorphic hardware Caterina Caccavella Federico Paredes-Valles Marco Cannici Lyes Khacef 38 5 0 21 Dec 2023
Fully Spiking Denoising Diffusion Implicit Models Ryo Watanabe Yusuke Mukuta Tatsuya Harada DiffM 26 3 0 04 Dec 2023
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network Rui Zhang Luziwei Leng Kaiwei Che Hu Zhang Jieling Cheng Qinghai Guo Jiangxing Liao Ran Cheng 31 11 0 24 Apr 2023
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 123 479 0 08 Feb 2021
A Comprehensive and Modularized Statistical Framework for Gradient Norm Equality in Deep Neural Networks Zhaodong Chen Lei Deng Bangyan Wang Guoqi Li Yuan Xie 35 28 0 01 Jan 2020
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 310 10,621 0 19 Feb 2017