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most citedEEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks

14 citations · 17 across the 5 of their papers we have counts for

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cs.LG2022★ 3 cited

EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders

David Bethge, Philipp Hallgarten, Tobias Grosse-Puppendahl +4

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

cs.LG2021

Stochastic Mutual Information Gradient Estimation for Dimensionality Reduction Networks

Ozan Ozdenizci, Deniz Erdogmus

Feature ranking and selection is a widely used approach in various applications of supervised dimensionality reduction in discriminative machine learning. Nevertheless there exists…