fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review

Shuo Huang Wei Shao Mei-Ling Wang Dao-Qiang Zhang

Shuo Huang, Wei Shao, Mei-Ling Wang, Dao-Qiang Zhang. fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review. International Journal of Automation and Computing. doi: 10.1007/s11633-020-1263-y
Citation: Shuo Huang, Wei Shao, Mei-Ling Wang, Dao-Qiang Zhang. fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review. International Journal of Automation and Computing. doi: 10.1007/s11633-020-1263-y

doi: 10.1007/s11633-020-1263-y

fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review

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    Author Bio:

    Shuo Huang received the B. Sc. degree in software engineering from Northeastern University, China in 2015. He is currently a Ph. D. degree candidate in software engineering in College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics (NUAA), China.His research interests include machine learning and human brain decoding. E-mail: huangshuo@nuaa.edu.cn ORCID iD: 0000-0002-3267-1816

    Wei Shao received the B. Sc. and M. Sc. degrees in information and computing science from Nanjing University of Technology, China in 2009 and 2012, respectively, and the Ph. D. degree in software engineering from Nanjing University of Aeronautics and Astronautics, China in 2018.His research interests include machine learning and bioinformatics. E-mail: 527606857@qq.com ORCID iD: 0000-0003-1476-2068

    Mei-Ling Wang received the M. Sc. degree in information and communication engineering from Nanjing University of Information Science and Technology, China in 2016. She is currently a Ph. D. degree candidate in College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, China.Her research interests include machine learning and brain imaging genetics. E-mail: mely@nuaa.edu.cn ORCID iD: 0000-0001-6569-2798

    Dao-Qiang Zhang received the B. Sc. and Ph. D. degrees in computer science from Nanjing University of Aeronautics and Astronautics, China in 1999, and 2004, respectively. He joined Department of Computer Science and Engineering of NUAA as a lecturer in 2004, and is a professor at present. He has published over 200 scientific articles in refereed international journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Medical Imaging, IEEE Transactions on Image Processing, Neuroimage, Human Brain Mapping, Medical Image Analysis; and conference proceedings such as IJCAI, AAAI, NIPS, CVPR, MICCAI, KDD, with 12 000+ citations by Google Scholar. He was nominated for the National Excellent Doctoral Dissertation Award of China in 2006, won the Best Paper Award and the Best Student Award of several international conferences such as PRICAI′06, STMI′12 and BICS′16, etc. He has served as a program committee member for several international conferences such as IJCAI, AAAI, NIPS, MICCAI, SDM, PRICAI, ACML, etc. He is a member of the Machine Learning Society of the Chinese Association of Artificial Intelligence (CAAI), and the Artificial Intelligence & Pattern Recognition Society of the China Computer Federation (CCF). His research interests include machine learning, pattern recognition, data minining and medical image analysis. E-mail: dqzhang@nuaa.edu.cn (Corresponding author) ORCID iD: 0000-0002-5658-7643

    Corresponding author: D. Zhang (dqzhang@nuaa.edu.cn)