Search Results for author: Katarzyna Stapor

Found 4 papers, 3 papers with code

DisorderUnetLM: Validating ProteinUnet for efficient protein intrinsic disorder prediction

no code implementations11 Apr 2024 Krzysztof Kotowski, Irena Roterman, Katarzyna Stapor

The prediction of intrinsic disorder regions has significant implications for understanding protein functions and dynamics.

Prediction Protein Language Model +1

Improved robust weighted averaging for event-related potentials in EEG

1 code implementation Biocybernetics and Biomedical Engineering 2019 Krzysztof Kotowski, Katarzyna Stapor, Jacek Leski

The areas of improvement include significantly lower averaging error (45% lower RMSE and 37% lower maximum difference than for original implementation) and increased robustness to local minima, strong outliers and corrupted epochs common to real-life EEG signals, especially from low-cost devices.

EEG EEG Denoising +1

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