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Knowledge Commons of Institute of Automation,CAS
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浏览/检索结果:
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Boosting On-Policy Actor-Critic With Shallow Updates in Critic
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 10
作者:
Li, Luntong
;
Zhu, Yuanheng
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/07/03
Artificial neural networks
Vectors
Task analysis
Training
Representation learning
Approximation algorithms
Optimization
Actor-critic
deep reinforcement learning (DRL)
proximal policy optimization (PPO)
shallow reinforcement learning (SRL)
Advances in Flexible Robotic Manipulator Systems - Part II: Planning, Control, Applications, and Perspectives
期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024, 页码: 10
作者:
Li, Bai
;
Li, Xinyuan
;
Gao, Hejia
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/07/03
Planning
Vibrations
Trajectory
Uncertainty
Neural networks
End effectors
Splines (mathematics)
Artificial intelligence
flexible material
flexible robotic manipulator
vibration suppression
Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 435-446
作者:
Jianing Han
;
Ziming Wang
;
Jiangrong Shen
;
Huajin Tang
Adobe PDF(1513Kb)
  |  
收藏
  |  
浏览/下载:53/20
  |  
提交时间:2024/04/23
Symmetric-threshold rectified linear unit (stReLU), deep spiking neural networks, artificial neural network-spiking neural network (ANN-SNN) conversion, lossless conversion, double thresholds
Auditory Receptive Field Net Based Automatic Snore Detection for Wearable Devices
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 5, 页码: 2255-2263
作者:
Hu, Xiyuan
;
Sun, Jingpeng
;
Dong, Jinping
;
Zhang, Xuyun
收藏
  |  
浏览/下载:175/0
  |  
提交时间:2023/11/17
Feature extraction
Sleep apnea
Hidden Markov models
Mel frequency cepstral coefficient
Convolution
Computational modeling
Brain modeling
Artificial intelligence (AI)
convolutional neural networks (CNNs)
auditory receptive field (ARF) module
snore detection
Lateral interaction by Laplacian-based graph smoothing for deep neural networks
期刊论文
CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY, 2023, 页码: 18
作者:
Chen, Jianhui
;
Wang, Zuoren
;
Liu, Cheng-Lin
收藏
  |  
浏览/下载:108/0
  |  
提交时间:2023/11/16
artificial neural networks
biologically plausible
Laplacian-based graph smoothing
lateral interaction
machine learning
Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809
作者:
Ding Wang
;
Jiangyu Wang
;
Mingming Zhao
;
Peng Xin
;
Junfei Qiao
Adobe PDF(5140Kb)
  |  
收藏
  |  
浏览/下载:173/64
  |  
提交时间:2023/08/10
Adaptive critic
artificial neural networks
Hamilton-Jacobi-Bellman (HJB) equation
multi-step heuristic dynamic programming
multi-step reinforcement learning
optimal control
Rethinking Pretraining as a Bridge From ANNs to SNNs
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:
Lin, Yihan
;
Hu, Yifan
;
Ma, Shijie
;
Yu, Dongjie
;
Li, Guoqi
收藏
  |  
浏览/下载:351/0
  |  
提交时间:2023/03/20
Training
Task analysis
Neurons
Pipelines
Artificial neural networks
Feature extraction
Transfer learning
Event-driven dataset
neural network (NN) analysis
pretraining technique
spiking NN (SNN)
transfer learning
Feature-Contrastive Graph Federated Learning: Responsible AI in Graph Information Analysis
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:
Zeng, Xingjie
;
Zhou, Tao
;
Bao, Zhicheng
;
Zhao, Hongwei
;
Chen, Leiming
;
Wang, Xiao
;
Wang, Feiyue
收藏
  |  
浏览/下载:251/0
  |  
提交时间:2023/02/22
Federated learning
Data models
Artificial intelligence
Graph neural networks
Training
Learning systems
Servers
graph neural networks
responsible artificial intelligence (AI)
weight divergence
weight similarity evaluation
Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Yang, Xiong
;
Xu, Mengmeng
;
Wei, Qinglai
收藏
  |  
浏览/下载:259/0
  |  
提交时间:2022/07/25
Asymptotic stability
Interconnected systems
Decentralized control
Closed loop systems
Artificial neural networks
Optimal control
Nonlinear dynamical systems
Adaptive dynamic programming (ADP)
decentralized control
event-based control
interconnected system
reinforcement learning (RL)
Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems
期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
收藏
  |  
浏览/下载:203/0
  |  
提交时间:2022/07/25
Computational modeling
Training
Microwave integrated circuits
Deep learning
Data models
Artificial neural networks
Training data
Fuzzy c-means (FCM) clustering
maximal information coefficient (MIC)
random input (RI)
deep patch learning classifier
interpretability