A Model That Reads the Flow of Time, Not Just One Moment: Handling Wearable Signals With a Causal TCN
This article explains how a causal TCN reads past windows to prevent future-information leakage in wearable time series. It also describes SynapBridge Life's synthetic/local evaluation design and the limits of real-world validation. Real-child performance, clinical meaning, and support-timing benefit remain NOT VERIFIED.