Unsupervised AER Object Recognition Based on Multiscale Spatio-Temporal Features and Spiking Neurons

19 November 2019

Gang Pan

Papers citing "Unsupervised AER Object Recognition Based on Multiscale Spatio-Temporal Features and Spiking Neurons"

21 / 21 papers shown

Title
snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing Vidya Sudevan F. Zayer Rizwana Kausar S. Javed Hamad Karki G. D. Masi Jorge Dias 41 0 0 13 Apr 2025
Underwater Image Enhancement by Convolutional Spiking Neural Networks Vidya Sudevan F. Zayer Rizwana Kausar S. Javed Hamad Karki G. D. Masi Jorge Dias 60 1 0 26 Mar 2025
NiSNN-A: Non-iterative Spiking Neural Networks with Attention with Application to Motor Imagery EEG Classification Chuhan Zhang Wei Pan Cosimo Della Santina 33 0 0 28 Jan 2025
A dynamic vision sensor object recognition model based on trainable event-driven convolution and spiking attention mechanism Peng Zheng Qian Zhou BDL 16 0 0 19 Sep 2024
Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition Yang Wang Haiyang Mei Qirui Bao Ziqi Wei Mike Zheng Shou Haizhou Li Bo Dong Xin Yang 32 0 0 20 Jun 2024
ED-sKWS: Early-Decision Spiking Neural Networks for Rapid,and Energy-Efficient Keyword Spotting Zeyang Song Qianhui Liu Qu Yang Yizhou Peng Haizhou Li 21 0 0 14 Jun 2024
EventF2S: Asynchronous and Sparse Spiking AER Framework using Neuromorphic-Friendly Algorithm Lakshmi Annamalai Chetan Singh Thakur 10 0 0 28 Jan 2024
LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization Qianhui Liu Jiaqi Yan Malu Zhang Gang Pan Haizhou Li 18 4 0 26 Jan 2024
SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition Xiao Wang Zong-Yao Wu Yao Rong Lin Zhu Bowei Jiang Jin Tang Yonghong Tian ViT 64 14 0 08 Aug 2023
Deep Multi-Threshold Spiking-UNet for Image Processing Hebei Li Yueyi Zhang Zhiwei Xiong Xiaoyan Sun 6 5 0 20 Jul 2023
Hybrid Spiking Neural Network Fine-tuning for Hippocampus Segmentation Ye Yue M. Baltes Nidal Abujahar Tao Sun Charles D. Smith Trevor J. Bihl Jundong Liu 10 6 0 14 Feb 2023
HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors Xiao Wang Zong-Yao Wu Bowei Jiang Zhimin Bao Lin Zhu Guoqiu Li Yaowei Wang Yonghong Tian 18 36 0 17 Nov 2022
Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks Lang Feng Qianhui Liu Huajin Tang De Ma Gang Pan 14 42 0 12 Oct 2022
A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks Hongze Sun Wuque Cai Baoxin Yang Yan Cui Yang Xia D. Yao Daqing Guo 17 5 0 10 Jun 2022
Synchronous Unsupervised STDP Learning with Stochastic STT-MRAM Switching Peng Zhou Julie A. Smith Laura Deremo S. Heinrich-Barna Joseph S. Friedman 17 1 0 10 Dec 2021
A New Look at Spike-Timing-Dependent Plasticity Networks for Spatio-Temporal Feature Learning A. Safa I. Ocket A. Bourdoux Hichem Sahli F. Catthoor Georges G. E. Gielen 8 7 0 01 Nov 2021
Detecting Out-of-distribution Samples via Variational Auto-encoder with Reliable Uncertainty Estimation Xuming Ran Mingkun Xu Lingrui Mei Qi Xu Quanying Liu OODD UQCV 25 49 0 16 Jul 2020
Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks Qianhui Liu Haibo Ruan Dong Xing Huajin Tang Gang Pan 8 57 0 14 Feb 2020
Efficient Spiking Neural Networks with Logarithmic Temporal Coding Ming Zhang Nenggan Zheng De Ma Gang Pan Zonghua Gu 17 15 0 10 Nov 2018
Spiking Deep Residual Network Yang‐Zhi Hu Huajin Tang Gang Pan 111 75 0 28 Apr 2018
Memory and information processing in neuromorphic systems Giacomo Indiveri Shih-Chii Liu 166 562 0 10 Jun 2015