https://cognaptus.com/tags/brain-computer-interfaces/ Recent content in Brain-Computer Interfaces on Cognaptus Hugo -- 0.145.0 en-us Wed, 14 Jan 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-01-14-safe-enough-to-think-federated-learning-comes-for-your-brain/ Wed, 14 Jan 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-01-14-safe-enough-to-think-federated-learning-comes-for-your-brain/ A mechanism-first reading of SAFE, a federated EEG-BCI framework that tries to make privacy, robustness, and calibration-free decoding work together instead of politely sabotaging one another.