Human Brain and Artificial Intelligence : First International Workshop, HBAI 2019, Held in Conjunction with IJCAI 2019, Macao, China, August 12, 2019, Revised Selected Papers

This book constitutes the refereed proceedings of the workshop held in conjunction with the 28th International Conference on Artificial Intelligence, IJCAI 2019, held in Macao, China, in August 2019: the First International Workshop on Human Brain and Artificial Intelligence, HBAI 2019. The 24 full papers presented were carefully reviewed and selected from 62 submissions. The papers are organized according to the following topical headings: computational brain science and its applications; brain-inspired artificial intelligence and its applications. Front Matter ....Pages i-xi Front Matter ....Pages 1-1 EEGNAS: Neural Architecture Search for Electroencephalography Data Analysis and Decoding (Elad Rapaport, Oren Shriki, Rami Puzis)....Pages 3-20 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 et al.)....Pages 21-35 A Robust Automated Pipeline for Localizing SEEG Electrode Contacts (Zefan Lin, Guofu Wang, Jiaru Cheng, Yaoxin Lin, Jianping Liu, Jiayin Lin et al.)....Pages 36-51 Early Diagnosis of Alzheimer’s Disease Based on Deep Learning and GWAS (Dan Pan, Yin Huang, An Zeng, Longfei Jia, Xiaowei Song, for Alzheimer’s Disease Neuroimaging Initiative (ADNI))....Pages 52-68 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, Tianyong Hao)....Pages 69-83 Investigating Lexical and Semantic Cognition by Using Neural Network to Encode and Decode Brain Imaging (Lu Cao, Yue Zhang)....Pages 84-100 Applying Attention Mechanism and Deep Neural Network for Medical Object Segmentation and Classification in X-Ray Fluoroscopy Images (Yong Zhang, Jun Yan, Haitao Huang, Christopher Yencha)....Pages 101-110 Effect of Age on Postural Balance and Control: Graph Based Connectivity Analysis on Brain Network (Oishee Mazumder, Kingshuk Chakravarty, Debatri Chatterjee, Soumya Jyoti Banerjee, Aniruddha Sinha)....Pages 111-120 Intraoperative Accurate Automatic Modeling of Skull Defects with Neuronavigation System (Yangjie Xie, Rongqian Yang)....Pages 121-129 Front Matter ....Pages 131-131 Task-Nonspecific and Modality-Nonspecific AI (Juyang Weng, Juan Castro-Garcia, Zejia Zheng, Xiang Wu)....Pages 133-150 Brain Research and Arbitrary Multiscale Quantum Uncertainty (Rodolfo A. Fiorini)....Pages 151-169 Implicit Cognition and Understanding Unobserved Human Mind States by Machines (Amy Wenxuan Ding)....Pages 170-180 Learning Preferences in a Cognitive Decision Model (Taher Rahgooy, K. Brent Venable)....Pages 181-194 Neural Networks as Model Selection with Incremental MDL Normalization (Baihan Lin)....Pages 195-208 Tensor Super-Resolution with Generative Adversarial Nets: A Large Image Generation Approach (Zihan Ding, Xiao-Yang Liu, Miao Yin, Linghe Kong)....Pages 209-223 Avoiding Implementation Pitfalls of “Matrix Capsules with EM Routing” by Hinton et al. (Ashley Daniel Gritzman)....Pages 224-234 Adaptive Joint Attention with Reinforcement Training for Convolutional Image Caption (Ruoyu Chen, Zhongnian Li, Daoqiang Zhang)....Pages 235-247 Visualizing Emotional States: A Method Based on Human Brain Activity (Yanfang Long, Wanzeng Kong, Xuanyu Jin, Jili Shang, Can Yang)....Pages 248-258 Unified Image Aesthetic Prediction via Scanpath-Guided Feature Aggregation Network (Xiaodan Zhang, Xinbo Gao, Wen Lu, Ying Yu, Lihuo He)....Pages 259-271 Consistent and Specific Multi-view Relative-Transform Classification (Siyuan Ping, Long Zhang, Xing Wang, Guoxian Yu)....Pages 272-285 Affinity Propagation Clustering Using Centroid-Deviation-Distance Based Similarity (Yifan Xie, Xing Wang, Long Zhang, Guoxian Yu)....Pages 286-299 Model and Simulation of Microwave Ablation with Single Antennas on Irregular Hepatic Cancerous Tissue (Yonghua Lao, Tianqi Zhang, Jinhua Huang, R. Yang)....Pages 300-309 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)....Pages 310-320 Balance Rule in Artificial Intelligence (Wenwei Li, Guangsheng Luo, Fei Dai, Rong Li)....Pages 321-337 Back Matter ....Pages 339-340