Reservoir computing / Brain Stimulation, 2026
Brain-inspired stimulation.
Using a compact dynamical model to generate hippocampal-inspired timing patterns for stimulation.
The question
Can a small dynamical model transform cortical recordings into hippocampal-inspired timing patterns?
The study
The study evaluated reservoir-generated signals against held-out cortical-CA3 recordings. A generated event schedule was then applied open loop to primary rat cortical cultures on multielectrode arrays.
The results provide an in vitro proof of concept with heterogeneous responses. The specific contribution of reservoir-derived timing remains unresolved, and closed-loop and epilepsy-model experiments remain future work.
Read the paper
Published article in Brain Stimulation · University of Glasgow record and full text
The figure above is a synthetic conceptual illustration. It is not a recording, a reservoir output from the paper, or a published result.