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Advances in Brain Inspired Cognitive Systems

9th International Conference, BICS 2018, Xi'an, China, July 7-8, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Jinchang Ren

    1. University of Strathclyde, Glasgow, UK

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  2. Amir Hussain

    1. Edinburgh Napier University, Edinburgh, UK

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  3. Jiangbin Zheng

    1. Northwestern Polytechnical University, Xi’an, China

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  4. Cheng-Lin Liu

    1. Chinese Academy of Sciences, Beijing, China

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  5. Bin Luo

    1. Anhui University, Hefei, China

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  6. Huimin Zhao

    1. Guangdong Polytechnic Normal University, Guangzhou, China

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  7. Xinbo Zhao

    1. Northwestern Polytechnical University, Xi’an, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10989)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: BICS 2018.

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Table of contents (84 papers)

  1. Front Matter

    Pages I-XVIII
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  2. Neural Computation

    1. Front Matter

      Pages 1-1
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    2. Style Neutralization Generative Adversarial Classifier

      • Haochuan Jiang, Kaizhu Huang, Rui Zhang, Amir Hussain
      Pages 3-13

    3. How Good a Shallow Neural Network Is for Solving Non-linear Decision Making Problems

      • Hongmei He, Zhilong Zhu, Gang Xu, Zhenhuan Zhu
      Pages 14-24

    4. Predicting Seminal Quality Using Back-Propagation Neural Networks with Optimal Feature Subsets

      • Jieming Ma, Aiyan Zhen, Sheng-Uei Guan, Chun Liu, Xin Huang
      Pages 25-33

    5. Deep Learning Based Recommendation Algorithm in Online Medical Platform

      • QingYun Dai, XueBin Hong, Jun Cai, Yan Liu, HuiMin Zhao, JianZhen Luo et al.
      Pages 34-43

    6. The Prediction Model of Saccade Target Based on LSTM-CRF for Chinese Reading

      • Xiaoming Wang, Xinbo Zhao, Meng Xia
      Pages 44-53

    7. Visual Cognition Inspired Vehicle Re-identification via Correlative Sparse Ranking with Multi-view Deep Features

      • Dengdi Sun, Lidan Liu, Aihua Zheng, Bo Jiang, Bin Luo
      Pages 54-63

    8. Fully Automatic Synaptic Cleft Detection and Segmentation from EM Images Based on Deep Learning

      • Bei Hong, Jing Liu, Weifu Li, Chi Xiao, Qiwei Xie, Hua Han
      Pages 64-74

    9. Deep Background Subtraction of Thermal and Visible Imagery for Pedestrian Detection in Videos

      • Yijun Yan, Huimin Zhao, Fu-Jen Kao, Valentin Masero Vargas, Sophia Zhao, Jinchang Ren
      Pages 75-84

    10. Recent Advances in Deep Learning for Single Image Super-Resolution

      • Yungang Zhang, Yu Xiang
      Pages 85-95

    11. Using GAN to Augment the Synthesizing Images from 3D Models

      • Yan Ma, Kang Liu, Zhi-bin Guan, Xin-Kai Xu, Xu Qian, Hong Bao
      Pages 96-105

    12. Deep Learning Based Single Image Super-Resolution: A Survey

      • Viet Khanh Ha, Jinchang Ren, Xinying Xu, Sophia Zhao, Gang Xie, Valentin Masero Vargas
      Pages 106-119

    13. DAU-GAN: Unsupervised Object Transfiguration via Deep Attention Unit

      • Zihan Ye, Fan Lyu, Jinchang Ren, Yu Sun, Qiming Fu, Fuyuan Hu
      Pages 120-129

    14. Gravitational Search Optimized Hyperspectral Image Classification with Multilayer Perceptron

      • Ping Ma, Aizhu Zhang, Genyun Sun, Xuming Zhang, Jun Rong, Hui Huang et al.
      Pages 130-138

    15. 3-D Gabor Convolutional Neural Network for Damage Mapping from Post-earthquake High Resolution Images

      • Yanling Hao, Genyun Sun, Aizhu Zhang, Hui Huang, Jun Rong, Ping Ma et al.
      Pages 139-148

  3. Biologically Inspired Systems

    1. Front Matter

      Pages 149-149
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    2. A Study of the Role of Attention in Classifying Covert and Overt Motor Activities

      • Banghua Yang, Jinlong Wang, Cuntai Guan, Chenxiao Hu, Jianguo Wang
      Pages 151-160

    3. Attend to Knowledge: Memory-Enhanced Attention Network for Image Captioning

      • Hui Chen, Guiguang Ding, Zijia Lin, Yuchen Guo, Jungong Han
      Pages 161-171

    4. Direction Guided Cooperative Coevolutionary Differential Evolution Algorithm for Cognitive Modelling of Ray Tracing in Separable High Dimensional Space

      • Jing Zhao, Jinchang Ren, Cailing Wang, Ke Li, Yifang Zhao
      Pages 172-183
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  1. Advances in Brain Inspired Cognitive Systems

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About this book

This book constitutes the refereed proceedings of the 9th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2018, held in Xi’an, China, in July 2018.

The 83 papers presented in this volume were carefully reviewed and selected from 137 submissions. The papers were organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; data analysis and natural language processing; and applications.

Editors and Affiliations

  • University of Strathclyde, Glasgow, UK

    Jinchang Ren

  • Edinburgh Napier University, Edinburgh, UK

    Amir Hussain

  • Northwestern Polytechnical University, Xi’an, China

    Jiangbin Zheng, Xinbo Zhao

  • Chinese Academy of Sciences, Beijing, China

    Cheng-Lin Liu

  • Anhui University, Hefei, China

    Bin Luo

  • Guangdong Polytechnic Normal University, Guangzhou, China

    Huimin Zhao

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