Brendan Lenfesty

The paper introduces a decision confidence neuron for ESNs to continuously monitor classification confidence in EEG motor imagery tasks, showing it correlates with decision accuracy and discriminates correct from error decisions.

This paper introduces a minimal mean-field neural circuit model that explains flexible perceptual decisions by integrating sensory evidence and action selection, replicating parietal cortical activity and decision dynamics.