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Constructing convolutional neural network by utilizing nematode connectome: A brain-inspired method 期刊论文
APPLIED SOFT COMPUTING, 2023, 卷号: 149, 页码: 10
作者:  Su, Dan;  Chen, Liangming;  Du, Xiaohao;  Liu, Mei;  Jin, Long
收藏  |  浏览/下载：8/0  |  提交时间：2024/01/17
Convolutional neural network  Caenorhabditis elegans  Nematode connectome  
A self-supervised causal feature reinforcement learning method for non-invasive hemoglobin prediction 期刊论文
IET IMAGE PROCESSING, 2023, 页码: 12
作者:  Xu, Linquan;  Chen, Yuwen;  Lu, Songmei;  Zhong, Kunhua;  Li, Yujie;  Yi, Bin
收藏  |  浏览/下载：9/0  |  提交时间：2023/12/25
biomedical imaging  computer vision  convolutional neural nets  neural nets  
Segment-then-Segment: Context-Preserving Crop-Based Segmentation for Large Biomedical Images 期刊论文
SENSORS, 2023, 卷号: 23, 期号: 2, 页码: 16
作者:  Bencevic, Marin;  Qiu, Yuming;  Galic, Irena;  Pizurica, Aleksandra
收藏  |  浏览/下载：74/0  |  提交时间：2023/03/02
biomedical images  convolutional neural networks  medical image segmentation  semantic segmentation  
Convolutional-de-convolutional neural networks for recognition of surgical workflow 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2022, 卷号: 16, 页码: 10
作者:  Chen, Yu-wen;  Zhang, Ju;  Wang, Peng;  Hu, Zheng-yu;  Zhong, Kun-hua
收藏  |  浏览/下载：44/0  |  提交时间：2022/12/26
neural networks  convolutional-de-convolutional  transfer learning  surgical workflow  deep learning  
MCFL: multi-label contrastive focal loss for deep imbalanced pedestrian attribute recognition 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 15
作者:  Chen, Lin;  Song, Jingkuan;  Zhang, Xuerui;  Shang, Mingsheng
收藏  |  浏览/下载：95/0  |  提交时间：2022/08/22
Pedestrian attribute recognition  Multi-label contrastive loss  Deep convolutional neural network  Multi-label learning  Imbalanced learning  
Ordinal regression with representative feature strengthening for face anti-spoofing 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 17
作者:  Jiang, Fangling;  Liu, Pengcheng;  Zhou, Xiang-Dong
收藏  |  浏览/下载：43/0  |  提交时间：2022/08/22
Face anti-spoofing  Ordinal regression  Representative feature strengthening  Inter-class relationships  
Dual-task convolutional neural network based on the combination of the U-Net and a diffraction propagation model for phase hologram design with suppressed speckle noise 期刊论文
OPTICS EXPRESS, 2022, 卷号: 30, 期号: 2, 页码: 2646-2658
作者:  Sun, Xiuhui;  Mu, Xingyu;  Xu, Cheng;  Pang, Hui;  Deng, Qiling;  Zhang, Ke;  Jiang, Haibo;  Du, Jinglei;  Yin, Shaoyun;  Du, Chunlei
收藏  |  浏览/下载：72/0  |  提交时间：2022/08/22
Hyperspectral image classification based on optimized convolutional neural networks with 3D stacked blocks 期刊论文
EARTH SCIENCE INFORMATICS, 2022, 页码: 13
作者:  Zhang, Xiaoxia;  Guo, Yong;  Zhang, Xia
收藏  |  浏览/下载：43/0  |  提交时间：2022/08/22
Convolutional neural network  3D convolution  Hyperspectral image classification  Stacked blocks  Attention mechanism  Spectral-spatial characteristics  
Ranking convolutional neural network for Alzheimer's disease mini-mental state examination prediction at multiple time-points 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 213, 页码: 10
作者:  Qiao, Hezhe;  Chen, Lin;  Zhu, Fan
收藏  |  浏览/下载：148/0  |  提交时间：2021/12/28
Alzheimer's Disease (AD)  Convolutional Neural Network (CNN)  Magnetic Resonance Imaging (MRI)  Mini-Mental State Examination (MMSE)  Ranking learning  
Privacy-preserving and Communication-efficient Convolutional Neural Network Prediction Framework in Mobile Cloud Computing 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 卷号: 15, 期号: 12, 页码: 4345-4363
作者:  Bai, Yanan;  Feng, Yong;  Wul, Wenyuan
收藏  |  浏览/下载：73/0  |  提交时间：2022/08/22
Privacy Preservation  Convolutional Neural Networks  Homomorphic Encryption  Mobile Cloud Computing  Deep Learning