Search Results for author: Nicolás I. Tapia

Found 2 papers, 2 papers with code

RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection

1 code implementation15 May 2020 Nicolás I. Tapia, Pablo A. Estévez

The brain electrical activity presents several short events during sleep that can be observed as distinctive micro-structures in the electroencephalogram (EEG), such as sleep spindles and K-complexes.

EEG Electroencephalogram (EEG) +5

On the Information Plane of Autoencoders

1 code implementation15 May 2020 Nicolás I. Tapia, Pablo A. Estévez

Recently, the Information Plane (IP) was proposed to analyze them, which is based on the information-theoretic concept of mutual information (MI).

Information Plane Mutual Information Estimation

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