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Title: SVM code for article: Analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients.

Type Software Ziqian Wang, Lucius Samo Fekonja, Felix Dreyer, Peter Vajkoczy, Thomas Picht (2020): SVM code for article: Analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients.. Zenodo. Software. https://zenodo.org/record/3727664

Authors: Ziqian Wang (Charité - University Hospital Berlin) ; Lucius Samo Fekonja (Charité - University Hospital Berlin) ; Felix Dreyer (Freie Universität Berlin) ; Peter Vajkoczy (Charité - University Hospital Berlin) ; Thomas Picht (Charité - University Hospital Berlin) ;

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Summary

Here we publish the SVM code used in our analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients article.

 

The SVM code is modified after faruto and liyang, Libsvm-FarutoUltimate-Version.

More information

  • DOI: 10.5281/zenodo.3727664
  • Language: en

Subjects

  • SVM, Machine Learning, TMS, Language mapping

Dates

  • Publication date: 2020
  • Issued: March 26, 2020

Notes

Other: The authors acknowledge the support of the Cluster of Excellence Matters of Activity. Image Space Material funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany´s Excellence Strategy – EXC 2025.

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Format

electronic resource

Relateditems

DescriptionItem typeRelationshipUri
Citeshttps://github.com/faruto/Libsvm-FarutoUltimate-Version/blob/master/Libsvm-FarutoUltimate%20V3.1/matlab-implement%5Bby%20faruto%5D/SVR_test.m
IsVersionOfhttps://doi.org/10.5281/zenodo.3727663
IsPartOfhttps://zenodo.org/communities/neuroinformatics
IsPartOfhttps://zenodo.org/communities/zenodo