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researcher

C. Machens

9 papers hereh-index 346.7k citations94 works total

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

author position
  • sole author1
  • middle author3
  • last author5

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • q-bio.NC7
  • physics.bio-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20012024
most citedDemixed principal component analysis of population activity in higher cortical areas reveals independent representation of task parameters

717 citations · 775 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024

Fast Multi-Group Gaussian Process Factor Models

Evren Gokcen, Anna I. Jasper, Adam Kohn +2

Gaussian processes are now commonly used in dimensionality reduction approaches tailored to neuroscience, especially to describe changes in high-dimensional neural activity over ti…

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