Search Results for author: Darin Tsui

Found 2 papers, 1 papers with code

Online Mental Stress Detection Using Frontal-channel EEG Recordings in a Classroom Scenario

no code implementations18 May 2024 Chi-Yuan Chang, Chieh Hsu, Ying Choon Wu, Siwen Wang, Darin Tsui, Tzyy-Ping Jung

A balanced accuracy of 77% and 78% in an imbalanced binary classification were observed when using the 11-frontal-channel LDA model with the proposed artifact removal method.

Binary Classification EEG +1

On Recovering Higher-order Interactions from Protein Language Models

1 code implementation15 Mar 2024 Darin Tsui, Amirali Aghazadeh

We demonstrate that ESM2 is dominated by three regions in the sparsity-ruggedness plane, two of which are better suited for sparse Fourier transforms.

Protein Language Model

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