From desk-dominating 6K monitors to input devices that rethink how we click, scroll, and type, CES 2026 proved that the unsung heroes of the PC world—peripherals!—are about to have a breakout year.

Abstract: Federated Learning is an approach that enables multiple devices to collectively train a shared model without sharing raw data, thereby preserving data privacy. However, federated learning ...