The Application of Information Theory in Studying Motor Control

This chapter introduces information-theoretic tools — including Shannon entropy and mutual information — as principled metrics for quantifying the regularity, variability, and computational demands of motor behavior, with applications to motor learning and aging research.

January 2025 · Hsin-Ping Tien, Erik Chihhung Chang

Information-Theoretic Quantification of Dedifferentiation in the Aging of Motor and Executive Functions

Using information-theoretic measures, this study quantifies how neural specificity (differentiation) of motor and executive functions declines with age — shedding light on the mechanisms of cognitive aging.

January 2021 · Erik Chang