2 papers
cond-mat.dis-nn2026
In-context learning emerges in chemical reaction networks without attention
Carlos Floyd, Hector Manuel Lopez Rios, Aaron R. Dinner +1
We investigate whether chemical processes can perform in-context learning (ICL), a mode of computation typically associated with transformer architectures. ICL allows a system to i…
q-bio.NC2025
Neuromodulation-inspired gated associative memory networks:extended memory retrieval and emergent multistability
Daiki Goto, Hector Manuel Lopez Rios, Monika Scholz +1
Classical autoassociative memory models have been central to understanding emergent computations in recurrent neural circuits across diverse biological contexts. However, they typi…