Search Results for author: Effie Chew

Found 2 papers, 1 papers with code

Fidelitous Augmentation of Human Accelerometric Data for Deep Learning

no code implementations22 Apr 2024 Tracey K. M. Lee, H. W. Chan, K. H. Leo, Effie Chew, L. Zhao, Saeid Sanei

This motivates for our work, the objective which is to preserve the following features in a synthesized TS: its fundamental statistical characteristics and important time domain features like its general shape and prominent transients.

FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface

1 code implementation17 Mar 2021 Ravikiran Mane, Effie Chew, Karen Chua, Kai Keng Ang, Neethu Robinson, A. P. Vinod, Seong-Whan Lee, Cuntai Guan

With this design, we compare FBCNet with state-of-the-art (SOTA) BCI algorithm on four MI datasets: The BCI competition IV dataset 2a (BCIC-IV-2a), the OpenBMI dataset, and two large datasets from chronic stroke patients.

Binary Classification Classification +3

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