[I]. Computational brain science and its applications: EEGNAS : neural architecture search for electroencephalography data analysis and decoding / Elad Rapaport, Oren Shriki, and Rami Puzis
Multi-task dictionary learning based on convolutional neural networks for longitudinal clinical score predictions in Alzheimer's disease / Qunxi Dong, Jie Zhang, Qingyang Li, Pau M. Thompson, Richard J. Caselli, Jieping Ye, Yalin Wang, and for the Alzheimer's Disease Neuroimaging Initiative
A robust automated pipeline for localizing SEEG electrode contacts / Zefan Lin, Guofu Wang, Jiaru Cheng, Yaoxin Lin, Jianping Liu, Jiayin Lin, Guomin Luan, and Jie Luo
Early diagnosis of Alzheimer's disease based on deep learning and GWAS / Dan Pan, Yin Huang, An Zeng, Longfei Jia, Xiaowei Song, and for Alzheimer's Disease Neuroimaging Initiative (ADNI)
Trends and features of human brain research using artificial intelligence techniques : a bibliometric approach / Xieling Chen, Xinxin Zhang, Haoran Xie, Fu Lee Wang, Jun Yan, and Tianyong Hao
Investigating lexical and semantic cognition by using neural network to encode and decode brain imaging / Lu Cao and Yue Zhang
Applying attention mechanism and deep neural network for medical object segmentation and classification in X-ray fluoroscopy images / Yong Zhang, Jun Yan, Haitao Huang, and Christopher Yencha
Effect of age on postural balance and control : graph based connectivity analysis on brain network / Oishee Mazumder, Kingshuk Chakravarty, Debatri Chatterjee, Soumya Jyoti Banerjee, and Aniruddha Sinha
Intraoperative accurate automatic modeling of skull defects with neuronavigation system / Yangjie Xie and Rongqian Yang.

[II]. Brain-inspired artificial intelligence and its applications: Task-nonspecific and modality-nonspecific AI / Juyang Weng, Juan Castro-Garcia, Zejia Zheng, Xiang Wu
Brain research and arbitrary multiscale quantum uncertainty / Rodolfo A. Fiorini
Implicit cognition and understanding unobserved human mind states by machines / Amy Wenxuan Ding
Learning preferences in a cognitive decision model / Taher Rahgooy and K. Brent Venable
Neural networks as model selection with incremental MDL normalization / Baihan Lin
Tensor super-resolution with generative adversarial nets : a large image generation approach / Zihan Ding, Xiao-Yang Liu, Miao Yin, Linghe Kong
Avoiding implementation pitfalls of "matrix capsules with EM routing" by Hinton et al / Ashely Daniel Gritzman
Adaptive joint attention with reinforcement training for convolutional image caption / Ruoyu Chen, Zhongnian Li, Daoqiang Zhang
Visualizing emotional state : a method based on human brain activity / Yanfang Long, Wanzeng Kong, Xuanyu Jin, Jili Shang, Can Yang
Unified image aesthetic prediction via Scanpath-guided feature aggregation network / Xiaodan Zhang, Xinbo Gao, Wen Lu, Ying Yu, Lihuo He
Consistent and specific multi-view relative-transform classification / Siyuan Ping, Long Zhang, Xing Wang, Guoxian Yu
Affinity propagation clustering using centroid-deviation-distance based similarity / Yifan Xie, Xing Wang, Long Zhang, Guoxian Yu
Model and simulation of microwave ablation with single antennas on irregular hepatic cancerous tissue / Yonghua Lao, Tianqi Zhang, Jinhua Huang, and R. Yang
A two-stage overlapping community detection based on structure and node attributes in online social networks / Xinmeng Zhang, Xinguang Li, Shengyi Jiang, Xia Li, Bolin Xie
Balance rule in artificial intelligence / Wenwei Li, Guangsheng Luo, Fei Dai, Rong Li.