BrainWave Navigator

Production-grade implementation for a brain-data driven autonomous agent.
This module includes:
- EEG/brain data preprocessing
- Feature extraction (e.g. spectrogram transformation)
- Representation learning using an autoencoder-inspired architecture
(combining CNNs and RNNs to capture spatial and temporal patterns)
- An RL decision module that maps latent engrams to actions

Author: Kye Gomez
Date: 2025-02-21