Resources

Published source code

IMICS Lab open source software is available on Github: https://github.com/imics-lab/.

The following are some of our most popular repositories:

• TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network
• Biosignal Analysis Tutorials
• tsar: Time Series Automated Re-labeling
• Human Activity Recognition (HAR) from Accelerometer Data
• Data Loaders for Popular Public HAR Datasets
• Transfer Learning for Improved EEG Signal Classification
• Topological Data Analysis (TDA) for Time-Series Data Embedding

Datasets

• TWristAR - wristband activity recognition dataset
• Unlabeled Empatica E4 Wristband Data (UE4W) Dataset
• Processed PSG-Audio Polysomnography Data