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researcher

G. Bellec

16 papers hereh-index 122.2k citations36 works total

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

author position
  • first author4
  • middle author7
  • last author4

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • cs.NE7
  • cs.LG3
  • q-bio.NC3
  • cs.ET1
  • cs.SD1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedDeep Rewiring: Training very sparse deep networks

162 citations · 460 across the 16 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.NE2022

An Exact Mapping From ReLU Networks to Spiking Neural Networks

Ana Stanojevic, Stanisław Woźniak, Guillaume Bellec +3

Deep spiking neural networks (SNNs) offer the promise of low-power artificial intelligence. However, training deep SNNs from scratch or converting deep artificial neural networks t…

q-bio.NC2022★ 1 cited

Mesoscopic modeling of hidden spiking neurons

Shuqi Wang, Valentin Schmutz, Guillaume Bellec +1

Can we use spiking neural networks (SNN) as generative models of multi-neuronal recordings, while taking into account that most neurons are unobserved? Modeling the unobserved neur…

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