The Nonlinear Mind: Innovations in fMRI Analysis and AI Continual Learning

The two papers discussed while from different fields, share a common thread in their approach to handling complex data:

• Both studies highlight the limitations of relying solely on linear models or simple replay mechanisms.
• fMRI Paper: https://arxiv.org/pdf/1207.3520
• Self-recovery of memory via generative replay: https://arxiv.org/pdf/2301.06030