Fast Weight Attention for Continuous Online Learning
August 26, 2026
This research introduces a set of normalized first-order updates for fast-weight memories in autoregressive models. The Falcon family of updates (Falcon-1 through Falcon-3) allows for compressed, fixed-size recurrent state transitions that function as online learning rules.
HOW THIS AFFECTS YOU
●
researcherYou can explore more efficient ways to implement continuous learning within the transformer architecture.