Ultra-low Power Analog Folded Neural Network for Cardiovascular Health Monitoring

Overview

Most health wearables trade battery life for intelligence. This project redesigns that balance. We built an analog folded neural network that works like a compact, energy-sipping specialist for ECG patterns. Folded means the same hardware is reused cleverly over time, so we do more with less power and less chip area. For non-experts: imagine one skilled doctor examining patients one by one very efficiently instead of hiring a full hospital for every check. The result is continuous heart monitoring with tiny energy needs, opening the door to lighter, longer-lasting, and more practical preventive healthcare devices.