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科研机构
自动化研究所 [9]
内容类型
期刊论文 [9]
发表日期
2020 [9]
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发表日期:2020
专题:自动化研究所
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Accurate prediction of short-term photovoltaic power generation via a novel double-input-rule-modules stacked deep fuzzy method
期刊论文
ENERGY, 2020, 卷号: 212, 页码: 13
作者:
Li, Chengdong
;
Zhou, Changgeng
;
Peng, Wei
;
Lv, Yisheng
;
Luo, Xin
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/03/08
PV power generation prediction
Deep fuzzy model
Double input rule module
Data driven method
Least square method
Self-Paced Balance Learning for Clinical Skin Disease Recognition
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 2832-2846
作者:
Yang, Jufeng
;
Wu, Xiaoping
;
Liang, Jie
;
Sun, Xiaoxiao
;
Cheng, Ming-Ming
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/09/07
Diseases
Skin
Complexity theory
Training
Task analysis
Image recognition
Learning systems
Class imbalance
clinical skin disease recognition
complexity level
self-paced balance learning (SPBL)
Temporal-Sequential Learning With a Brain-Inspired Spiking Neural Network and Its Application to Musical Memory
期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 期号: 0, 页码: 51
作者:
Liang, Qian
;
Zeng, Yi
;
Xu, Bo
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2020/08/24
spiking neural network
sequential memory
episodic memory
spike-timing-dependent plasticity
time perception
musical learning
A Multilayer and Multimodal-Fusion Architecture for Simultaneous Recognition of Endovascular Manipulations and Assessment of Technical Skills
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: PP, 期号: 99, 页码: 1-13
作者:
Xiaohu,Zhou
;
Xiaoliang.Xie
;
Zhenqiu,Feng
;
Zengguang,Hou
;
Guibin,Bian
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2020/11/05
Endovascular manipulations
multilayer and multimodal-fusion architecture (MMFA)
percutaneous coronary intervention (PCI),
technical skill assessment
Human posture recognition based on multiple features and rule learning
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2020, 页码: 12
作者:
Ding, Weili
;
Hu, Bo
;
Liu, Han
;
Wang, Xinming
;
Huang, Xiangsheng
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2020/07/06
Human posture recognition
Multiple features
Rule learning
Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 414-424
作者:
Feng, Shuangg
;
Chen, C. L. Philip
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2020/03/30
Broad learning system (BLS)
classification
k-means
regression
Takagi-Sugeno (TS) fuzzy system
Hierarchical Fused Model With Deep Learning and Type-2 Fuzzy Learning for Breast Cancer Diagnosis
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 12, 页码: 3204-3218
作者:
Shen, Tianyu
;
Wang, Jiangong
;
Gou, Chao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/03/02
Image segmentation
Biomedical imaging
Fuzzy sets
Breast cancer
Breast cancer
deep learning (DL)
fuzzy classifier (FC)
interval type-2 possibilistic fuzzy c-means (IT2PFCM)
Learning-Based Switched Reliable Control of Cyber-Physical Systems With Intermittent Communication Faults
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 711-724
作者:
Xin Huang
;
Jiuxiang Dong
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/03/11
Adaptive dynamic programming (ADP)
communication fault
cyber-physical systems (CPSs)
data-driven control
reliable control
A biologically plausible supervised learning method for spiking neural networks using the symmetric STDP rule
期刊论文
NEURAL NETWORKS, 2020, 卷号: 121, 期号: 2, 页码: 387-395
作者:
Hao, Yunzhe
;
Huang, Xuhui
;
Dong, Meng
;
Xu, Bo
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2020/03/30
Spiking neural networks
Dopamine-modulated spike-timing dependent plasticity
Pattern recognition
Supervised learning
Biologically plausibility
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