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收录类别:SCI
出处:IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
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Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 0, 期号: 0, 页码: 0
作者:
Zixiang, Ding
;
Yaran, Chen
;
Nannan, Li
;
Dongbin, Zhao
;
C.L.Philip Chen,
Adobe PDF(764Kb)
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浏览/下载:189/28
  |  
提交时间:2022/01/07
broad neural architecture search, stacked broad convolutional neural network, knowledge embedding search, image classification.
Broad Learning System Based on Maximum Correntropy Criterion
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
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浏览/下载:176/0
  |  
提交时间:2021/08/15
Learning systems
Robustness
Standards
Optimization
Training
Perturbation methods
Mean square error methods
Broad learning system (BLS)
incremental learning algorithms
maximum correntropy criterion (MCC)
regression and classification
Weighted Broad Learning System and Its Application in Nonlinear Industrial Process Modeling
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 3017-3031
作者:
Chu, Fei
;
Liang, Tao
;
Chen, C. L. Philip
;
Wang, Xuesong
;
Ma, Xiaoping
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浏览/下载:226/0
  |  
提交时间:2020/09/07
Learning systems
Training
Heuristic algorithms
Neural networks
Automation
Process control
Control engineering
Broad learning system (BLS)
incremental learning algorithm
noise and outliers
weighted penalty factor
BNAS: Efficient Neural Architecture Search Using Broad Scalable Architecture
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 期号: 0, 页码: 0
作者:
Ding ZX(丁子祥)
;
Yaran, Chen
;
Nannan, Li
;
Dingbin, Zhao
;
Zhiquan, Sun
;
C. L. Philip Chen
Adobe PDF(2713Kb)
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浏览/下载:164/41
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提交时间:2022/01/06
Broad convolutional neural network (BCNN), image classification, neural architecture search (NAS), reinforcement learning (RL)
Universal Approximation Capability of Broad Learning System and Its Structural Variations
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1191-1204
作者:
Chen, C. L. Philip
;
Liu, Zhulin
;
Feng, Shuang
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浏览/下载:247/0
  |  
提交时间:2019/12/16
Broad learning system (BLS)
deep learning
face recognition
functional link neural networks (FLNNs)
non-linear function approximation
time-variant big data modeling
universal approximation
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 1, 页码: 10-24
作者:
Chen, C. L. Philip
;
Liu, Zhulin
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浏览/下载:197/0
  |  
提交时间:2019/12/16
Big data
big data modeling
broad learning system (BLS)
deep learning
incremental learning
random vector functional-link neural networks (RVFLNN)
single layer feedforward neural networks (SLFN)
singular value decomposition (SVD)