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Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者:  Tomaso Poggio;  Hrushikesh Mhaskar;  Lorenzo Rosasco;  Brando Miranda;  Qianli Liao
Adobe PDF(1711Kb)  |  收藏  |  浏览/下载：179/27  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
Predicting Individualized Clinical Measures by a Generalized Prediction Framework and Multimodal Fusion of MRI Data 期刊论文
NEUROIMAGE, 2017, 期号: 145, 页码: 218-229
作者:  Meng, Xing;  Jiang, Rongtao;  Lin, Dongdong;  Bustillo, Juan;  Jones, Thomas;  Chen, Jiayu;  Yu, Qingbao;  Du, Yuhui;  Zhang, Yu;  Jiang, Tianzi;  Sui, Jing;  Calhoun, Vince D.
浏览  |  Adobe PDF(1031Kb)  |  收藏  |  浏览/下载：261/89  |  提交时间：2020/06/15
Individualized prediction  Multimodal  MATRICS Consensus Cognitive Battery (MCCB)  Schizophrenia  MRI  Neuromarker  
Nonrigid Point Matching of Chinese Characters for Robot Writing 会议论文
, 澳门, 2017-12
作者:  Zhao, Bocheng
浏览  |  Adobe PDF(2163Kb)  |  收藏  |  浏览/下载：136/15  |  提交时间：2020/05/28
A Multimodal Framework Based on Integration of Cortical and Muscular Activities for Decoding Human Intentions About Lower Limb Motions 期刊论文
IEEE Transactions on Biomedical Circuits and Systems, 2017, 卷号: 11, 期号: 4, 页码: 889–899
作者:  Cui, Chengkun;  Bian, Gui-Bin;  Hou, Zeng-Guang;  Zhao, Jun;  Zhou, Hao
浏览  |  Adobe PDF(766Kb)  |  收藏  |  浏览/下载：443/107  |  提交时间：2018/05/31
Electroencephalogram (Eeg)  Electromyogram (Emg)  Human-robot Interaction  Mechanomyogram (Mmg)  Motion Intention Recognition  Multimodal Fusion  
DeepPlane: a unified deep model for aircraft detection and recognition in remote sensing images 期刊论文
Journal of Applied Remote Sensing, 2017, 期号: 11(4), 页码: 042606
作者:  Hongzhen Wang;  Yongchan Gong;  Ying Wang;  Lingfeng Wang;  Chunhong Pan
Adobe PDF(6551Kb)  |  收藏  |  浏览/下载：305/54  |  提交时间：2018/05/30
Aircraft Recognition  Remote Sensing Images  Convolutional Neural Networks  Object Detection  
SDE: A novel selective, discriminative and equalizing feature representation for visual recognition 期刊论文
International Journal of Computer Vision (IJCV), 2017, 卷号: 124, 期号: 2, 页码: 145~168
作者:  Guo-Sen Xie;  Xu-Yao Zhang;  Shuicheng Yan;  Cheng-Lin Liu
浏览  |  Adobe PDF(5169Kb)  |  收藏  |  浏览/下载：306/67  |  提交时间：2018/01/16
Convolutional Neural Network · Feature Learning · Pooling · Bag Of Words · Bilevel Optimization  
Identifying the white matter impairments among ART-naïve HIV patients: a multivariate pattern analysis of DTI data 期刊论文
European Radiology, 2017, 期号: 27, 页码: 4153–4162
作者:  Liu ZY(刘振宇)
浏览  |  Adobe PDF(795Kb)  |  收藏  |  浏览/下载：258/72  |  提交时间：2018/01/13
Dti  
Tissue microstructure estimation using a deep network inspired by a dictionary-based framework 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 42, 期号: 42, 页码: 288-299
作者:  Ye, Chuyang
Adobe PDF(3514Kb)  |  收藏  |  浏览/下载：317/107  |  提交时间：2018/01/12
Diffusion Mri  Tissue Microstructure  Noddi  Sparse Reconstruction  Deep Network  
Multimodal neural correlates of cognitive control in the Human Connectome Project 期刊论文
NEUROIMAGE, 2017, 卷号: 163, 期号: 2017-12, 页码: 41-54
作者:  Lerman-Sinkoff, Dov B.;  Sui, Jing;  Rachakonda, Srinivas;  Kandala, Sridhar;  Calhoun, Vince D.;  Barch, Deanna M.
浏览  |  Adobe PDF(3621Kb)  |  收藏  |  浏览/下载：308/69  |  提交时间：2018/01/08
Cognitive Control  Mcca Plus Jica  Multimodal Fusion  
Comparison of IVA and GIG-ICA in Brain Functional Network Estimation Using fMRI Data 期刊论文
FRONTIERS IN NEUROSCIENCE, 2017, 卷号: 11, 期号: 2017-5-19, 页码: 267
作者:  Du, Yuhui;  Lin, Dongdong;  Yu, Qingbao;  Sui, Jing;  Chen, Jiayu;  Rachakonda, Srinivas;  Adali, Tulay;  Calhoun, Vince D.;  Yuhui Du
浏览  |  Adobe PDF(10014Kb)  |  收藏  |  浏览/下载：298/62  |  提交时间：2018/01/08
Functional Magnetic Resonance Imaging (Fmri)  Brain Functional Networks  Independent Component Analysis (Ica)  Group Information Guided Ica (gig-Ica)  Independent Vector Analysis (Iva)