cnmy-ro / brain-activity-classification

Determining brain-activity of individual subjects using MEG signal data

Brain Activity Classification

Final assignemnt for the course Deep Learning (2019-2020-500-KEN4257) at Maastricht University.

Determining brain-activity of individual subjects using Magnetoencephalography (MEG) signal data. Time series analysis was performed by training and validating 1D CNNs on multichannel MEG recordings.

Four activity classes were given:

1. Resting
2. Math and story (Mental claculation and language processing)
3. Working memory (Memoraization)
4. Motor task