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Author:

Zhang, Xiaofei (Zhang, Xiaofei.) | Huang, Jiajin (Huang, Jiajin.) | Yang, Yang (Yang, Yang.) | He, Xiang (He, Xiang.) | Liu, Ruohao (Liu, Ruohao.) | Zhong, Ning (Zhong, Ning.)

Indexed by:

EI

Abstract:

The research of brain science provides new concepts and new ideas for revealing human brain cognitive processes and promoting brain-inspired computing models. Python and its powerful technology ecosystem provide support for the teaching and practice of brain science. In this paper, the related resources in the Python ecosystem of neuroimaging technologies were used as teaching and practice materials. This article discussed how to use Python and corresponding development tools to complete neuroimaging data preprocessing, functional connectivity analysis, multivoxel pattern analysis, and searchlight analysis in brain science teaching, and the corresponding practice processes were also demonstrated with examples. By applying Python and technologies in the ecosystem to the theoretical and practical teaching of brain science related professional courses, students can better integrate with artificial intelligence technology while learning brain science research techniques. © 2019 IEEE.

Keyword:

Education computing High level languages Neuroimaging Engineering education Ecosystems Artificial intelligence Brain

Author Community:

  • [ 1 ] [Zhang, Xiaofei]Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 2 ] [Huang, Jiajin]Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 3 ] [Yang, Yang]Department of Psychology, Beijing Forest University, Beijing, China
  • [ 4 ] [He, Xiang]School of Foreign Language, Jiangsu University of Science and Technology, Zhenjiang, China
  • [ 5 ] [Liu, Ruohao]Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 6 ] [Zhong, Ning]Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi, Japan

Reprint Author's Address:

  • 钟宁

    [zhong, ning]department of life science and informatics, maebashi institute of technology, maebashi, japan

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Source :

Year: 2019

Page: 396-400

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 14

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