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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 2023Show all

2 papers · 1 filter

cs.NE2023

Spiking neural networks with Hebbian plasticity for unsupervised representation learning

Naresh Ravichandran, Anders Lansner, Pawel Herman

We introduce a novel spiking neural network model for learning distributed internal representations from data in an unsupervised procedure. We achieved this by transforming the non…

q-bio.NC2023★ 1 cited

Hebbian fast plasticity and working memory

Anders Lansner, Florian Fiebig, Pawel Herman

Theories and models of working memory (WM) were at least since the mid-1990s dominated by the persistent activity hypothesis. The past decade has seen rising concerns about the sho…

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