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Nicolas Deperrois

3 papers hereh-index 4108 citations12 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • q-bio.NC2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedLearning beyond sensations: how dreams organize neuronal representations

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.AI2026

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography

Mélanie Roschewitz, Kenneth Styppa, Yitian Tao +10

Vision-language models (VLM) have markedly advanced AI-driven interpretation and reporting of complex medical imaging, such as computed tomography (CT). Yet, existing methods large…

q-bio.NC2023★ 1 cited

Learning beyond sensations: how dreams organize neuronal representations

Nicolas Deperrois, Mihai A. Petrovici, Walter Senn +1

Semantic representations in higher sensory cortices form the basis for robust, yet flexible behavior. These representations are acquired over the course of development in an unsupe…

q-bio.NC2021

Learning cortical representations through perturbed and adversarial dreaming

Nicolas Deperrois, Mihai A. Petrovici, Walter Senn +1

Humans and other animals learn to extract general concepts from sensory experience without extensive teaching. This ability is thought to be facilitated by offline states like slee…

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