Cluster analysis of cortical pyramidal neurons using SOM

Andreas Schierwagen, Thomas Villmann, Alan Alpár, Ulrich Gärtner

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A cluster analysis using SOM has been performed on morphological data derived from pyramidal neurons of the somatosensory cortex of normal and transgenic mice.

Original languageEnglish
Title of host publicationArtificial Neural Networks in Pattern Recognition - 4th IAPR TC3 Workshop, ANNPR 2010, Proceedings
Pages120-130
Number of pages11
DOIs
Publication statusPublished - May 21 2010
Event4th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2010 - Cairo, Egypt
Duration: Apr 11 2010Apr 13 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume5998 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other4th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2010
CountryEgypt
CityCairo
Period4/11/104/13/10

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Keywords

  • Cluster analysis
  • Dendritic morphology
  • Kohonen's SOM
  • Pyramidal neurons
  • Somatosensory cortex
  • Transgenic mouse

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Schierwagen, A., Villmann, T., Alpár, A., & Gärtner, U. (2010). Cluster analysis of cortical pyramidal neurons using SOM. In Artificial Neural Networks in Pattern Recognition - 4th IAPR TC3 Workshop, ANNPR 2010, Proceedings (pp. 120-130). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5998 LNAI). https://doi.org/10.1007/978-3-642-12159-3_11