works
eeg2tempi
deep learning
a novel deep learning approach to predict music tempo from brain activity patterns captured through eeg signals. this research project explores the intersection of neuroscience and music cognition.
languages
python
deep learning
pytorch,mne
scientific libraries
numpy,scipy,matplotlib
research area
neuroscience & music cognition
features
- ▸eeg signal preprocessing and feature extraction
- ▸custom neural network architecture for tempo prediction
- ▸real-time signal processing pipeline
- ▸visualization of brain activity patterns