Search Results for author: Angela Botros

Found 3 papers, 1 papers with code

Eigenbehaviour as an Indicator of Cognitive Abilities

no code implementations18 Oct 2021 Angela Botros, Narayan Schütz, Christina Röcke, Robert Weibel, Mike Martin, René Müri, Tobias Nef

The usage of the reconstruction error is a strong digital biomarker for the binary classification and, to a lesser extent, for more detailed prediction of interindividual differences in cognition.

Binary Classification

Deep Canonical Correlation Alignment for Sensor Signals

no code implementations7 Jun 2021 Narayan Schütz, Angela Botros, Michael Single, Aileen C. Naef, Philipp Buluschek, Tobias Nef

In this work, we present Deep Canonical Correlation Alignment (DCCA), a novel, generally applicable solution for the temporal alignment of raw (biomedical) sensor signals.

Dynamic Time Warping

Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks

2 code implementations12 Nov 2019 Michele Alberti, Angela Botros, Narayan Schuez, Rolf Ingold, Marcus Liwicki, Mathias Seuret

In this work, we investigate the application of trainable and spectrally initializable matrix transformations on the feature maps produced by convolution operations.

Handwriting Recognition

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