Spiking Neural Networks for Frame-based and Event-based Single Object
Localization

Spiking Neural Networks for Frame-based and Event-based Single Object Localization

13 June 2022

José Mennesson

Chaabane Djéraba

Papers citing "Spiking Neural Networks for Frame-based and Event-based Single Object Localization"

17 / 17 papers shown

Title
Towards Mobile Sensing with Event Cameras on High-agility Resource-constrained Devices: A Survey Haoyang Wang Ruishan Guo Pengtao Ma Ciyu Ruan Xinyu Luo Wenhua Ding Tianyang Zhong Jingao Xu Yunhao Liu Xinlei Chen 42 0 0 29 Mar 2025
Neuromorphic Optical Tracking and Imaging of Randomly Moving Targets through Strongly Scattering Media Ning Zhang Timothy Shea A. Nurmikko 31 0 0 08 Jan 2025
EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision Qiang Qu Xiaoming Chen Yuk Ying Chung Yiran Shen AI4TS 70 5 0 10 Dec 2024
A dynamic vision sensor object recognition model based on trainable event-driven convolution and spiking attention mechanism Peng Zheng Qian Zhou BDL 26 0 0 19 Sep 2024
EvGGS: A Collaborative Learning Framework for Event-based Generalizable Gaussian Splatting Jiaxu Wang Junhao He Ziyi Zhang Mingyuan Sun Jingkai Sun Renjing Xu 3DV 26 7 0 23 May 2024
SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks Sreyes P. Venkatesh Razvan Marinescu Jason Eshraghian MQ 25 5 0 15 Apr 2024
Neuromorphic Valence and Arousal Estimation Lorenzo Berlincioni Luca Cultrera Federico Becattini A. Bimbo CVBM 24 3 0 29 Jan 2024
LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units Zeyu Liu Gourav Datta Anni Li P. Beerel 19 8 0 20 Jan 2024
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery Aitor Martinez Seras Javier Del Ser Pablo Garcia-Bringas 9 4 0 12 Dec 2023
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence Wei Fang Yanqing Chen Jianhao Ding Zhaofei Yu T. Masquelier Ding Chen Liwei Huang Huihui Zhou Guoqi Li Yonghong Tian 18 197 0 25 Oct 2023
To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration Fabrizio Ottati Chang Gao Qinyu Chen Giovanni Brignone M. Casu Jason Eshraghian Luciano Lavagno 14 17 0 27 Jun 2023
Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras Sami Barchid B. Allaert Amel Aissaoui José Mennesson Chaabane Djéraba 17 13 0 20 Apr 2023
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks Rui-Jie Zhu Qihang Zhao Guoqi Li Jason Eshraghian BDL VLM 24 81 0 27 Feb 2023
Spiking neural networks for nonlinear regression Alexander Henkes Jason Eshraghian Henning Wessels 29 26 0 06 Oct 2022
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation Youngeun Kim Joshua Chough Priyadarshini Panda 40 79 0 14 Oct 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 121 474 0 08 Feb 2021
Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations Saima Sharmin Nitin Rathi Priyadarshini Panda Kaushik Roy AAML 106 85 0 23 Mar 2020