Search Results for author: Nicolas Deperrois

Found 2 papers, 1 papers with code

Learning beyond sensations: how dreams organize neuronal representations

no code implementations3 Aug 2023 Nicolas Deperrois, Mihai A. Petrovici, Walter Senn, Jakob Jordan

However, brains are known to generate virtual experiences, such as during imagination and dreaming, that go beyond previously experienced inputs.

Contrastive Learning

Learning cortical representations through perturbed and adversarial dreaming

1 code implementation9 Sep 2021 Nicolas Deperrois, Mihai A. Petrovici, Walter Senn, Jakob Jordan

We support this hypothesis by implementing a cortical architecture inspired by generative adversarial networks (GANs).

Learning Semantic Representations

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