Document Type


Date of Award

Summer 2017

Degree Name

Doctor of Philosophy in Biomedical Engineering - (Ph.D.)


Biomedical Engineering

First Advisor

Sergei Adamovich

Second Advisor

Judy Deutsch

Third Advisor

Gerard G. Fluet

Fourth Advisor

Richard A. Foulds

Fifth Advisor

Mesut Sahin


Sensorimotor learning for the hand and fingers can be conducted using both hardware and software components, but the training regime is also important. Using repetitive sequence tapping allows measurement of defined metrics in a controlled, safe environment, and therefore statistical indications for subject improvement.

The process of entrainment, when a subject’s own movements synchronize to an external signal, has been tested in prior studies for memorization and recognition, but has not been investigated for correlation with sensorimotor learning.

This is tested with selected custom isochronic audio tones, combined with sequential finger tapping on a standard computer keyboard.

Whilst there were no significant differences between specific frequencies, testing blocks done during tone conditions show subject improvement in reduced mean sequence times compared to pre-stimulation, with no significant change in subsequent post-stimulation blocks.