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Advances in Neural Networks – ISNN 2018

15th International Symposium on Neural Networks, ISNN 2018, Minsk, Belarus, June 25–28, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Tingwen Huang

    1. Texas A&M University at Qatar, Doha, Qatar

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  2. Jiancheng Lv

    1. Sichuan University, Chengdu, China

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  3. Changyin Sun

    1. Southeast University, Nanjing, China

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  4. Alexander V. Tuzikov

    1. United Institute of Informatics Problems, Minsk, Belarus

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10878)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: ISNN 2018.

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Table of contents (97 papers)

  1. Front Matter

    Pages I-XIX
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  2. Cognition Computation

    1. Front Matter

      Pages 1-1
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    2. Fast Convergent Capsule Network with Applications in MNIST

      • Xianli Zou, Shukai Duan, Lidan Wang, Jin Zhang
      Pages 3-10

    3. A Neurodynamic Approach to Multiobjective Linear Programming

      • Man-Fai Leung, Jun Wang
      Pages 11-18

    4. Neural Network Model of Unconscious

      • Alexandr A. Ezhov
      Pages 19-28

    5. Formal Aspects of Streaming Recurrent Neural Networks

      • Vasiliy Osipov, Viktor Nikiforov
      Pages 29-36

    6. Approaches to Modeling of Nontrivial Cognitive Behavior

      • Vladimir G. Red’ko, Galina A. Beskhlebnova
      Pages 37-43

    7. Competitive Hyperparameter Balancing on Spiking Neural Network for a Fast, Accurate and Energy-Efficient Inference

      • Jeongho Kim, Dae-Shik Kim
      Pages 44-53

    8. Automatic Inference of Cross-Modal Connection Topologies for X-CNNs

      • Laurynas Karazija, Petar Veličković, Pietro Liò
      Pages 54-63

    9. Complex-Valued Stacked Denoising Autoencoders

      • Călin-Adrian Popa
      Pages 64-71

    10. Complex-Valued Deep Belief Networks

      • Călin-Adrian Popa
      Pages 72-78

    11. Modeling of the Cognitive Activity of Simultaneous Interpretation Using the Theory of Information Images

      • Alexandr Y. Petukhov, Sofia A. Polevaya
      Pages 79-88

  3. Models, Methods and Algorithms

    1. Front Matter

      Pages 89-89
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    2. Development of a Sensory-Neural Network for Medical Diagnosing

      • Igor Grabec, Eva Švegl, Mihael Sok
      Pages 91-98

    3. Review of Pseudoinverse Learning Algorithm for Multilayer Neural Networks and Applications

      • Jue Wang, Ping Guo, Xin Xin
      Pages 99-106

    4. Identification of Vessel Kinetics Based on Neural Networks via Concurrent Learning

      • Nan Gu, Lu Liu, Dan Wang, Zhouhua Peng
      Pages 107-114

    5. Method to Improve the Performance of Restricted Boltzmann Machines

      • Jing Yin, Qingyu Mao, Dayiheng Liu, Yong Xu, Jiancheng Lv
      Pages 115-123

    6. Modeling Hysteresis Using Non-smooth Neural Networks

      • Yonghong Tan, Ruili Dong
      Pages 124-129

    7. The Implementation of a Pointer Network Model for Traveling Salesman Problem on a Xilinx PYNQ Board

      • Shenshen Gu, Tao Hao, Shaofu Yang
      Pages 130-138

    8. Generalized Affine Scaling Trajectory Analysis for Linearly Constrained Convex Programming

      • Xun Qian, Li-Zhi Liao
      Pages 139-147
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  1. Advances in Neural Networks – ISNN 2018

Keywords

About this book

This book constitutes the refereed proceedings of the 15th International Symposium on Neural Networks, ISNN 2018, held in Minsk, Belarus in June 2018.
The 98 revised regular papers presented in this volume were carefully reviewed and selected from 214 submissions. The papers cover many topics of neural network-related research including intelligent control, neurodynamic analysis, bio-signal, bioinformatics and biomedical engineering, clustering, classification, forecasting, models, algorithms, cognitive computation, machine learning, and optimization.​

Editors and Affiliations

  • Texas A&M University at Qatar, Doha, Qatar

    Tingwen Huang

  • Sichuan University, Chengdu, China

    Jiancheng Lv

  • Southeast University, Nanjing, China

    Changyin Sun

  • United Institute of Informatics Problems, Minsk, Belarus

    Alexander V. Tuzikov

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