Nothing Special   »   [go: up one dir, main page]
Skip to main content
Springer Nature Link
Log in

Neural Information Processing

28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8–12, 2021, Proceedings, Part VI

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Teddy Mantoro

    1. Sampoerna University, Jakarta, Indonesia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Minho Lee

    1. Kyungpook National University, Daegu, Korea (Republic of)

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Media Anugerah Ayu

    1. Sampoerna University, Jakarta, Indonesia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Kok Wai Wong

    1. Murdoch University, Murdoch, Australia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Achmad Nizar Hidayanto

    1. Universitas Indonesia, Depok, Indonesia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1517)

Included in the following conference series:

Conference proceedings info: ICONIP 2021.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

eBook USD 99.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 129.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

About this book

The two-volume set CCIS 1516 and 1517 constitutes thoroughly refereed short papers presented at the 28th International Conference on Neural Information Processing, ICONIP 2021, held in Sanur, Bali, Indonesia, in December 2021.* The volume also presents papers from the workshop on Artificial Intelligence and Cyber Security, held during the ICONIP 2021. 

The 176 short and workshop papers presented in this volume were carefully reviewed and selected for publication out of 1093 submissions. The papers are organized in topical sections as follows: theory and algorithms; AI and cybersecurity; cognitive neurosciences; human centred computing; advances in deep and shallow machine learning algorithms for biomedical data and imaging; reliable, robust, and secure machine learning algorithms; theory and applications of natural computing paradigms; applications.

* The conference was held virtually due to the COVID-19 pandemic.

Similar content being viewed by others

Keywords

Table of contents (89 papers)

  1. Front Matter

    Pages i-xxviii
    Download chapter PDF

  2. Cognitive Neurosciences

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Scale-Aware Multi-stage Fusion Network for Crowd Counting

      • Qi Liu, Jun Sang, Fusen Wang, Li Yang, Xiaofeng Xia, Nong Sang
      Pages 3-11

    3. Video Captioning with External Knowledge Assistance and Multi-feature Fusion

      • Jiao-Wei Miao, Huan Shao, Yi Ji, Ying Li, Chun-Ping Liu
      Pages 12-19

    4. A Novel Transfer-Learning Network for Image Inpainting

      • Hui Chen, Zhichao Zhang, Jinsheng Deng, Xiaoqing Yin
      Pages 20-27

    5. BPFNet: A Unified Framework for Bimodal Palmprint Alignment and Fusion

      • Zhaoqun Li, Xu Liang, Dandan Fan, Jinxing Li, David Zhang
      Pages 28-36

    6. Cortical Coding of Surface Textures and Contour Shapes in the Intermediate-Level Visual Area V4

      • Itsuki Machida, Atsushi Kodama, Kouji Kimura, Motofumi Shishikura, Hiroshi Tamura, Ko Sakai
      Pages 37-45

    7. Dynamical Characteristics of State Transition Defined by Neural Activity of Phase in Alzheimer’s Disease

      • Sou Nobukawa, Takashi Ikeda, Mitsuru Kikuchi, Tetsuya Takahashi
      Pages 46-54

    8. Robot Arm Control Using Reward-Modulated Hebbian Learning

      • Koutaro Minato, Yuichi Katori
      Pages 55-63

    9. Intermediate Sensitivity of Neural Activities Induces the Optimal Learning Speed in a Multiple-Timescale Neural Activity Model

      • Tomoki Kurikawa
      Pages 64-72

    10. A Region Descriptive Pre-training Approach with Self-attention Towards Visual Question Answering

      • Bisi Bode Kolawole, Minho Lee
      Pages 73-80

    11. Prediction of Inefficient BCI Users Based on Cognitive Skills and Personality Traits

      • Laura J. Hagedorn, Nikki Leeuwis, Maryam Alimardani
      Pages 81-89

    12. Analysis of Topological Variability in Mouse Neuronal Populations Based on Fluorescence Microscopy Images

      • Margarita Zaleshina, Alexander Zaleshin
      Pages 90-97

  3. Human Centred Computing

    1. Front Matter

      Pages 99-99
      Download chapter PDF

    2. UED: A Unified Encoder Decoder Network for Visual Dialog

      • Cheng Chen, Xiaodong Gu
      Pages 101-109

    3. Exploring Effective Speech Representation via ASR for High-Quality End-to-End Multispeaker TTS

      • Dawei Liu, Longbiao Wang, Sheng Li, Haoyu Li, Chenchen Ding, Ju Zhang et al.
      Pages 110-118

    4. A SSA-Based Attention-BiLSTM Model for COVID-19 Prediction

      • Shuqi An, Shuyu Chen, Xiaohan Yuan, Lu Yuwen, Sha Mei
      Pages 119-126

    5. Explaining Neural Network Results by Sensitivity Analysis for Deception Detection

      • Xuecheng Zhang, Xuanying Zhu
      Pages 127-135

    6. Stress Recognition with EEG Signals Using Explainable Neural Networks and a Genetic Algorithm for Feature Selection

      • Eric Pan, Jessica Sharmin Rahman
      Pages 136-143

    7. BCI Speller on Smartphone Device with Diminutive-Sized Visual Stimuli

      • Nuray Serkali, Adai Shomanov, Madina Kudaibergenova, Min-Ho Lee
      Pages 144-151
Back to top

Other volumes

  1. Neural Information Processing

  2. Neural Information Processing

  3. Neural Information Processing

  4. Neural Information Processing

  5. Neural Information Processing

  6. Neural Information Processing

Editors and Affiliations

  • Sampoerna University, Jakarta, Indonesia

    Teddy Mantoro, Media Anugerah Ayu

  • Kyungpook National University, Daegu, Korea (Republic of)

    Minho Lee

  • Murdoch University, Murdoch, Australia

    Kok Wai Wong

  • Universitas Indonesia, Depok, Indonesia

    Achmad Nizar Hidayanto

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation