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M. Galtier

10 papers hereh-index 151.2k citations55 works total

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

author position
  • sole author1
  • first author5
  • middle author2
  • last author2

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • q-bio.NC3
  • nlin.AO2
  • nlin.CD2
  • math.CA1
  • physics.comp-ph1
  • stat.ML1
same name
  • M. Galtier — 5 papers, h 7

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
20112017
most citedA deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series

615 citations · 661 across the 9 of their papers we have counts for

collaborators
Showing nlin.AOShow all

2 papers · 1 filter

nlin.AO2014

Ideomotor feedback control in a recurrent neural network

Mathieu Galtier

The architecture of a neural network controlling an unknown environment is presented. It is based on a randomly connected recurrent neural network from which both perception and ac…

nlin.AO2014★ 1 cited

Relative entropy minimizing noisy non-linear neural network to approximate stochastic processes

Mathieu N. Galtier, Camille Marini, Gilles Wainrib +1

A method is provided for designing and training noise-driven recurrent neural networks as models of stochastic processes. The method unifies and generalizes two known separate mode…

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