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西安交通大学 [53]
西安理工大学 [3]
华南理工大学 [1]
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期刊论文 [54]
会议论文 [3]
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2019 [6]
2018 [8]
2017 [10]
2016 [10]
2015 [3]
2014 [6]
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FPCANet: Fisher discrimination for Principal Component Analysis Network
期刊论文
Knowledge-Based Systems, 2019, 卷号: 166, 页码: 108-117
作者:
Sun, Kai
;
Zhang, Jiangshe
;
Yong, Hongwei
;
Liu, Junmin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/11/19
Competitive performance
Convergence analysis
Discriminative information
Fisher discrimination
Fisher linear discriminant analysis
Fisher Principal Component Analysis Network (FPCANet)
Machine learning methods
Practical calculation
Adaptive Independent Subspace Analysis of Brain Magnetic Resonance imaging Data
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 12252-12261
作者:
Ke, Qiao
;
Zhang, Jiangshe
;
Wei, Wei
;
Damasevicius, Robertas
;
Wozniak, Marcin
收藏
  |  
浏览/下载:121/0
  |  
提交时间:2019/11/19
Adaptive independent subspace analysis (AISA)
autism spectrum disorder
magnetic resonance imaging (MRI)
image processing
Fast Inference Predictive Coding: A Novel Model for Constructing Deep Neural Networks
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2019, 卷号: 30, 页码: 1150-1165
作者:
Song, Zengjie
;
Zhang, Jiangshe
;
Shi, Guang
;
Liu, Junmin
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/11/19
Discriminative features
Effective learning
Image representation and classifications
Inference mechanism
Predictive coding
Predictive models
Regression mapping
Task analysis
A neuro-heuristic approach for recognition of lung diseases from X-ray images
期刊论文
2019, 卷号: 126, 页码: 218-232
作者:
Ke, Qiao
;
Zhang, Jiangshe
;
Wei, Wei
;
Polap, Dawid
;
Wozniak, Marcin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/20
Medical image processing
Clinical decision support
Neural networks
Heuristic methods
Adaptive Independent Subspace Analysis of Brain Magnetic Resonance imaging Data
期刊论文
2019, 卷号: 7, 页码: 12252-12261
作者:
Ke, Qiao
;
Zhang, Jiangshe
;
Wei, Wei
;
Damasevicius, Robertas
;
Wozniak, Marcin
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/20
Adaptive independent subspace analysis (AISA)
magnetic resonance imaging (MRI)
image processing
autism spectrum disorder
The Phase and Shift-Invariant Feature by Adaptive Independent Subspace Analysis for Cortical Complex Cells
期刊论文
2019, 卷号: 48, 页码: 58-70
作者:
Ke, Qiao
;
Zhang, Jiangshe
;
Wozniak, Marcin
;
Wei, Wei
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/20
Independent component
phase and shift-invariant features
sparsity
gabor-like filters
Lp-WGAN: Using Lp-norm normalization to stabilize Wasserstein generative adversarial networks
期刊论文
Knowledge-Based Systems, 2018, 卷号: 161, 页码: 415-424
作者:
Zhou, Changsheng
;
Zhang, Jiangshe
;
Liu, Junmin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/19
Adversarial networks
Lipschitz constraints
Low-dimensional manifolds
Lp-norm
Normalization
Searching spaces
Side effect
Underlying distribution
A new variant of restricted Boltzmann machine with horizontal connections
期刊论文
Neural Computing and Applications, 2018, 页码: 1-13
作者:
Shi, Guang
;
Zhang, Jiangshe
;
Ji, NanNan
;
Wang, ChangPeng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/11/19
Deep architectures
Horizontal connection
Information transfers
Lateral inhibition
Layer-wise
Restricted boltzmann machine
Sensory system
Threelayer architecture
Discriminative Representation Learning with Supervised Auto-encoder
期刊论文
Neural Processing Letters, 2018, 页码: 1-14
作者:
Du, Fang
;
Zhang, Jiangshe
;
Ji, Nannan
;
Hu, Junying
;
Zhang, Chunxia
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/11/19
Auto encoders
Class information
Classification errors
Classification tasks
De-noising
Objective functions
Reconstruction error
Unsupervised learning method
Big data analytics enabled by feature extraction based on partial independence
期刊论文
NEUROCOMPUTING, 2018, 卷号: 288, 页码: 3-10
作者:
Ke, Qiao
;
Zhang, Jiangshe
;
Song, Houbing
;
Wan, Yan
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/11/26
Overcomplete features
Sparse representation
Big data
Independent Component(IC)
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