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researcher

Jan Melchior

4 papers hereh-index 8190 citations17 works total

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

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.NE2
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132019
most citedGaussian-binary Restricted Boltzmann Machines on Modeling Natural Image Statistics

56 citations · 61 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.NE2019★ 2 cited

A Hippocampus Model for Online One-Shot Storage of Pattern Sequences

Jan Melchior, Mehdi Bayati, Amir Azizi +2

We present a computational model based on the CRISP theory (Content Representation, Intrinsic Sequences, and Pattern completion) of the hippocampus that allows to continuously stor…

cs.LG2019

Hebbian-Descent

Jan Melchior, Laurenz Wiskott

In this work we propose Hebbian-descent as a biologically plausible learning rule for hetero-associative as well as auto-associative learning in single layer artificial neural netw…

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