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An attention-based hybrid deep learning framework integrating temporal coherence and dynamics for discriminating schizophrenia 会议论文
, France, April 13-16, 2021
作者:  Min Zhao;  Weizheng Yan;  Dongmei Zhi;  Rongtao Jiang;  Yujin Zhang;  Tianzi Jiang;  Vince D Calhoun;  Jing Sui
Adobe PDF(687Kb)  |  收藏  |  浏览/下载：16/4  |  提交时间：2024/06/17
A Brain-Inspired Theory of Mind Spiking Neural Network for Reducing Safety Risks of Other Agents 期刊论文
Frontiers in Neuroscience, 2021, 页码: 446
作者:  Zhao,Zhuoya;  Lu,Enmeng;  Zhao,Feifei;  Zeng,Yi;  Zhao,Yuxuan
Adobe PDF(4296Kb)  |  收藏  |  浏览/下载：17/1  |  提交时间：2024/05/28
AI4AD: Artificial intelligence analysis for Alzheimer's disease classification based on a multisite DTI database 期刊论文
Brain Disorders, 2021, 卷号: 1, 期号: 1, 页码: 10005
作者:  Qu, Yida;  Wang, Pan;  Liu, Bing;  Song, Chengyuan;  Wang, Dawei;  Yang, Hongwei;  Zhang, Zengqiang;  Chen, Pindong;  Kang, Xiaopeng;  Du, Kai;  Yao, Hongxiang;  Zhou, Bo;  Han, Tong;  Zuo, Nianming;  Han, Ying;  Lu, Jie;  Yu, Chunshui;  Zhang, Xi;  Jiang, Tianzi;  Zhou, Yuying;  Liu, Yong
Adobe PDF(957Kb)  |  收藏  |  浏览/下载：392/120  |  提交时间：2022/06/16
Alzheimer's disease (AD)  Diffusion tensor imaging (DTI)  Multisite  Automated fiber quantification (AFQ)  Classification  
Altered Connection and Diagnosis Utility of White Matter in Alzheimer's Disease: A Multi-site Automated Fiber Quantification Study 会议论文
, Guadalajara, Jalisco, Mexico, 01-05 November 2021
作者:  Qu, Yida;  Wang, Pan;  Liu, Bing;  Kang, Xiaopeng;  Chen, Pindong;  Du, Kai;  Liu, Yong
Adobe PDF(1472Kb)  |  收藏  |  浏览/下载：208/36  |  提交时间：2022/06/16
Predicting brain age during typical and atypical development based on structural and functional neuroimaging 期刊论文
HUMAN BRAIN MAPPING, 2021, 页码: 13
作者:  Wang, Qi;  Hu, Ke;  Wang, Meng;  Zhao, Yuxin;  Liu, Yong;  Fan, Lingzhong;  Liu, Bing
Adobe PDF(1813Kb)  |  收藏  |  浏览/下载：407/8  |  提交时间：2021/11/04
autism spectrum disorder  autism spectrum disorder  brain age prediction  brain age prediction  developmental heterogeneity  developmental heterogeneity  multimodal magnetic resonance imaging  multimodal magnetic resonance imaging  predictor weights analysis  predictor weights analysis  
Brain imaging-based machine learning in autism spectrum disorder: methods and applications 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2021, 卷号: 361, 页码: 109271
作者:  Xu, Ming;  Calhoun, Vince;  Jiang, Rongtao;  Yan, Weizheng;  Sui, Jing
Adobe PDF(5520Kb)  |  收藏  |  浏览/下载：306/2  |  提交时间：2021/11/02
Autism spectrum disorder (ASD)  Machine learning  Classification  Prediction  fMRI  sMRI  dMRI  
Developing Neuroimaging Biomarker for Brain Diseases with a Machine Learning Framework and the Brainnetome Atlas 期刊论文
NEUROSCIENCE BULLETIN, 2021, 页码: 3
作者:  Shi, Weiyang;  Fan, Lingzhong;  Jiang, Tianzi
Adobe PDF(155Kb)  |  收藏  |  浏览/下载：316/49  |  提交时间：2021/08/15
Brain Inspired Sequences Production by Spiking Neural Networks With Reward-Modulated STDP 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
作者:  Fang, Hongjian;  Zeng, Yi;  Zhao, Feifei
Adobe PDF(2485Kb)  |  收藏  |  浏览/下载：316/61  |  提交时间：2021/04/06
brain-inspired intelligence  spiking neural network  reward-medulated STDP  population coding  reinforcement learning  
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 547, 页码: 1025-1044
作者:  Li, Dan;  Du, Changde;  Wang, Shengpei;  Wang, Haibao;  He, Huiguang
Adobe PDF(2428Kb)  |  收藏  |  浏览/下载：373/57  |  提交时间：2021/03/02
Data augmentation  Semantic decoding  Multi-view adversarial learning  Sparse reconstruction relation