Spiking Neural Networks for event-based action recognition: A new task
to understand their advantage

Spiking Neural Networks for event-based action recognition: A new task to understand their advantage

29 September 2022

Alex Vicente-Sola

Papers citing "Spiking Neural Networks for event-based action recognition: A new task to understand their advantage"

14 / 14 papers shown

Title
Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario D. L. Manna Alex Vicente-Sola Paul Kirkland Trevor Bihl G. D. Caterina 55 21 0 28 Jun 2022
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 145 668 0 16 Dec 2021
Lessons on Parameter Sharing across Layers in Transformers Sho Takase Shun Kiyono 53 87 0 13 Apr 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 157 496 0 08 Feb 2021
Learning to Detect Objects with a 1 Megapixel Event Camera E. Perot Pierre de Tournemire D. Nitti Jonathan Masci A. Sironi ObjD 65 257 0 28 Sep 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 139 526 0 11 Jul 2020
Long Short-Term Memory Spiking Networks and Their Applications Ali Lotfi-Rezaabad S. Vishwanath 71 62 0 09 Jul 2020
A Large Scale Event-based Detection Dataset for Automotive Pierre de Tournemire D. Nitti E. Perot D. Migliore A. Sironi 66 124 0 23 Jan 2020
Video to Events: Recycling Video Datasets for Event Cameras Daniel Gehrig Mathias Gehrig Javier Hidalgo-Carrió Davide Scaramuzza 78 212 0 06 Dec 2019
EventGAN: Leveraging Large Scale Image Datasets for Event Cameras A. Z. Zhu ZiYun Wang Kaung Khant Kostas Daniilidis GAN 65 45 0 03 Dec 2019
Graph-Based Object Classification for Neuromorphic Vision Sensing Yin Bi Aaron Chadha Alhabib Abbas Eirina Bourtsoulatze Y. Andreopoulos GNN 49 166 0 19 Aug 2019
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 140 488 0 26 Mar 2018
HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification A. Sironi Manuele Brambilla Nicolas Bourdis Xavier Lagorce R. Benosman 71 447 0 21 Mar 2018
The Event-Camera Dataset and Simulator: Event-based Data for Pose Estimation, Visual Odometry, and SLAM Elias Mueggler Henri Rebecq Guillermo Gallego T. Delbruck Davide Scaramuzza VGen 91 597 0 26 Oct 2016