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researcher

Thomas Villmann

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn1
  • math.ST1
ORCID 0000-0001-6725-0141

identity via Semantic Scholar / OpenAlex

most citedBatch and median neural gas

149 citations · 160 across the 2 of their papers we have counts for

collaborators

2 papers

math.ST2006★ 149 cited

Batch and median neural gas

Marie Cottrell, Barbara Hammer, Alexander Hasenfuss +1

Neural Gas (NG) constitutes a very robust clustering algorithm given euclidian data which does not suffer from the problem of local minima like simple vector quantization, or topol…

cond-mat.dis-nn2006★ 11 cited

Magnification Control in Winner Relaxing Neural Gas

Jens Christian Claussen, Thomas Villmann

An important goal in neural map learning, which can conveniently be accomplished by magnification control, is to achieve information optimal coding in the sense of information theo…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.