SkillAgentSearch skills...

DeepEEGDataAugmentation

Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation including intentionally imbalancing a dataset, and appending modified data to the training set.

Install / Use

/learn @dfreer15/DeepEEGDataAugmentation
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

DeepEEGDataAugmentation

Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation including intentionally imbalancing a dataset, and appending modified data to the training set.

If used, please cite:

Daniel Freer, Guang-Zhong Yang. "Data Augmentation for Self-Paced Motor Imagery Classification with a C-LSTM". Journal of Neural Engineering, 2019.

View on GitHub
GitHub Stars30
CategoryEducation
Updated8mo ago
Forks4

Languages

Python

Security Score

67/100

Audited on Jul 7, 2025

No findings