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Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks
期刊论文
NEURAL NETWORKS, 2024, 卷号: 170, 页码: 190-201
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Zeng, Yi
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Dendritic Nonlinearity
Dendritic Spatial Gating Module
Dendritic Temporal Adjust Module
Spiking Neural Networks
Multi-modal fusion for robust hand gesture recognition based on heterogeneous networks
期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 页码: 12
作者:
Zou, Yongxiang
;
Cheng, Long
;
Han, Lijun
;
Li, Zhengwei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/16
leap motion
sEMG
multi-modal
graph neural network
hand gesture recognition
A Unified Multimodal De- and Re-Coupling Framework for RGB-D Motion Recognition
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 11428-11442
作者:
Zhou, Benjia
;
Wang, Pichao
;
Wan, Jun
;
Liang, Yanyan
;
Wang, Fan
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/16
Spatiotemporal phenomena
Representation learning
Training
Optimization
Task analysis
Three-dimensional displays
Solid modeling
Complement feature
late fusion
motion recognition
RGB-D
video augmentation
EventMix: An efficient data augmentation strategy for event-based learning
期刊论文
INFORMATION SCIENCES, 2023, 卷号: 644, 页码: 11
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Zeng, Yi
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Event based data augmentation
Neuromorphic data
Spiking neural networks
Reasonable label assignment
Gaussian mixture model
A two-electrode frequency-scan system for gesture recognition
期刊论文
MECHATRONICS, 2023, 卷号: 94
作者:
Ma, Gang
;
Chen, Haofeng
;
Wang, Peng
;
Dong, Shuai
;
Wang, Xiaojie
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/11/10
Bio-impedance measurement
Gesture recognition
Frequency-scan
Feature extraction
Brain-inspired neural circuit evolution for spiking neural networks
期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2023, 卷号: 120, 期号: 39, 页码: 10
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Dong, Yiting
;
Zeng, Yi
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/02/21
brain-inspired
neural circuit evolution
spiking neural networks
Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition
期刊论文
NEURAL NETWORKS, 2023, 卷号: 166, 页码: 410-423
作者:
Yao, Man
;
Zhang, Hengyu
;
Zhao, Guangshe
;
Zhang, Xiyu
;
Wang, Dingheng
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/16
Spiking neural network
Event-based vision
Neuromorphic computing
Attention mechanism
Brain-inspired computing
Reconstruction of incomplete surface electromyography based on an adversarial autoencoder network
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 86, 页码: 11
作者:
Zou, Yongxiang
;
Cheng, Long
;
Han, Lijun
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Adversarial autoencoder
Missing sEMG
Signal reconstruction
Self-mask
Multi-view discriminator
Real-time continuous detection and recognition of dynamic hand gestures in untrimmed sequences based on end-to-end architecture with 3D DenseNet and LSTM
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 页码: 38
作者:
Lu, Zhi
;
Qin, Shiyin
;
Lv, Pin
;
Sun, Liguo
;
Tang, Bo
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Continuous detection
Gesture recognition
Long short-term memory
3D densely connected convolutional networks
Connectionist temporal classification
Canonical correlation analysis
Asynchronous Event Processing with Local-Shift Graph Convolutional Network
会议论文
WASHINGTON, 2023-2
作者:
Linhui Sun
;
Yifan Zhang
;
Jian Cheng
;
Hanqing Lu
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/01/22
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