catastrophic forgetting 1continual learning 1local learning 1memory architecture 1sparse representations 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
The Art of Not Forgetting A Local Learning Architecture for Continual Learning
Ashmith Atmuri, Yashaswini Rao Bhogarajula
The paper presents CMP, a continual‑learning system that encodes inputs as sparse relational codes, stores them in a two‑tier competitive memory, and learns via local updates witho…
cs.LG2026
The Art of Not Forgetting
Ashmith Atmuri, Akshay Kumar, Yashaswini Rao Bhogarajula
We introduce CMP (Cognitive Memory Primitive), an architecture that represents inputs as sparse relational codes, stores them in a two-tier competitive memory, and learns entirely…