Search Results for author: Mohamed Kari

Found 2 papers, 1 papers with code

EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders

no code implementations16 Jul 2022 David Bethge, Philipp Hallgarten, Tobias Grosse-Puppendahl, Mohamed Kari, Lewis L. Chuang, Ozan Özdenizci, Albrecht Schmidt

There is a growing need for sparse representational formats of human affective states that can be utilized in scenarios with limited computational memory resources.

Edge-computing EEG

Domain-Invariant Representation Learning from EEG with Private Encoders

1 code implementation27 Jan 2022 David Bethge, Philipp Hallgarten, Tobias Grosse-Puppendahl, Mohamed Kari, Ralf Mikut, Albrecht Schmidt, Ozan Özdenizci

Deep learning based electroencephalography (EEG) signal processing methods are known to suffer from poor test-time generalization due to the changes in data distribution.

EEG Emotion Classification +2

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