Human Brain and Artificial Intelligence

1. Front Matter

   Pages i-xi

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2. Computational Brain Science and Its Applications

   1. Front Matter

      Pages 1-1

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   2. EEGNAS: Neural Architecture Search for Electroencephalography Data Analysis and Decoding

      • Elad Rapaport, Oren Shriki, Rami Puzis

      Pages 3-20

   3. 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

   4. 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

   5. 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

   6. 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

   7. Investigating Lexical and Semantic Cognition by Using Neural Network to Encode and Decode Brain Imaging

      • Lu Cao, Yue Zhang

      Pages 84-100

   8. 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

   9. 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

   10. Intraoperative Accurate Automatic Modeling of Skull Defects with Neuronavigation System

       • Yangjie Xie, Rongqian Yang

       Pages 121-129

3. Brain-Inspired Artificial Intelligence and Its Applications

   1. Front Matter

      Pages 131-131

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   2. Task-Nonspecific and Modality-Nonspecific AI

      • Juyang Weng, Juan Castro-Garcia, Zejia Zheng, Xiang Wu

      Pages 133-150

   3. Brain Research and Arbitrary Multiscale Quantum Uncertainty

      • Rodolfo A. Fiorini

      Pages 151-169

   4. Implicit Cognition and Understanding Unobserved Human Mind States by Machines

      • Amy Wenxuan Ding

      Pages 170-180

   5. Learning Preferences in a Cognitive Decision Model

      • Taher Rahgooy, K. Brent Venable

      Pages 181-194

   6. Neural Networks as Model Selection with Incremental MDL Normalization

      • Baihan Lin

      Pages 195-208

   7. Tensor Super-Resolution with Generative Adversarial Nets: A Large Image Generation Approach

      • Zihan Ding, Xiao-Yang Liu, Miao Yin, Linghe Kong

      Pages 209-223

   8. Avoiding Implementation Pitfalls of “Matrix Capsules with EM Routing” by Hinton et al.

      • Ashley Daniel Gritzman

      Pages 224-234

   9. Adaptive Joint Attention with Reinforcement Training for Convolutional Image Caption

      • Ruoyu Chen, Zhongnian Li, Daoqiang Zhang

      Pages 235-247

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.

• artificial intelligence
• computer network
• computer vision
• human brain
• Human-Computer Interaction (HCI)
• image analysis
• image processing
• machine learning
• neural networks
• signal processing

• Guangdong University of Technology, Guangzhou, China

  An Zeng

• Guangdong Construction Polytechnic, Guangzhou, China

  Dan Pan

• South China Normal University, Guangzhou, China

  Tianyong Hao

• Nanjing University of Aeronautics and Astronautics, Nanjing, China

  Daoqiang Zhang

• University of Notre Dame, South Bend, USA

  Yiyu Shi

• Simon Fraser University, Vancouver, Canada

  Xiaowei Song

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