Edge AI Deployment of Lightweight TCN-SE for Real-Time Sleep Apnea Detection Using SpO₂ Signal: A Cross-Platform Deployment Case Study
Obstructive sleep apnea (OSA) affects nearly one billion people worldwide, yet diagnosis remains bottlenecked by labor-intensive polysomnography. This study presents a cross-platform deployment case study of a lightweight Temporal Convolutional Network with Squeeze-and-Excitation attention (TCN-SE, 183K parameters), us...