An understanding of the underlying mechanisms and the limitations of basic digital signal processing methods is essential for ... Open Educational Resources, combined with open source tools (Jupyter, ...

The project combines signal preprocessing via wavelet transform and a multi-layer CNN architecture, achieving over 98% test accuracy across 15 heartbeat classes. Designed for real-time and clinical ...