Noninvasive inference methods for interaction and noise intensities of coupled oscillators using only spike time data [Applied Mathematics]

Measurements of interaction intensity are generally achieved by observing responses to perturbations. In biological and chemical systems, external stimuli tend to deteriorate their inherent nature, and thus, it is necessary to develop noninvasive inference methods. In this paper, we propose theoretical methods to infer coupling strength and noise intensity simultaneously...

Source: Proceedings of the National Academy of Sciences - February 2, 2022 Category: Science Authors: Fumito Mori, Hiroshi Kori Tags: Applied Mathematics Physical Sciences Source Type: research