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researcher

P. Herman

13 papers hereh-index 182.8k citations79 works total

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

author position
  • middle author2
  • last author11

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.NE7
  • cs.AR2
  • cs.LG2
  • q-bio.NC2
same name
  • P. Herman — 2 papers, h 40
  • P. Herman — 2 papers, h 2
  • P. Herman — 2 papers, h 17
  • P. Herman — 1 paper, h 15
  • P. Herman — 1 paper, h 0

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedLearning representations in Bayesian Confidence Propagation neural networks

10 citations · 21 across the 13 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.NE2020★ 1 cited

Brain-like approaches to unsupervised learning of hidden representations -- a comparative study

Naresh Balaji Ravichandran, Anders Lansner, Pawel Herman

Unsupervised learning of hidden representations has been one of the most vibrant research directions in machine learning in recent years. In this work we study the brain-like Bayes…

cs.LG2020★ 10 cited

Learning representations in Bayesian Confidence Propagation neural networks

Naresh Balaji Ravichandran, Anders Lansner, Pawel Herman

Unsupervised learning of hierarchical representations has been one of the most vibrant research directions in deep learning during recent years. In this work we study biologically…

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