Linear and nonlinear information flow based on time delayed mutual information method and its application to corticomuscular interaction

摘要

ObjectiveTo propose a model-free method to show linear and nonlinear information flow based on time delayed mutual information (TDMI) by employing uni- and bi-variate surrogate tests and to investigate whether there are contributions of the nonlinear information flow in corticomuscular (CM) interaction.