The team of BS Electronics Engineering students Javier Cirilo C. Castillo, Rey Vincent O. Datom, Howell Jay A. Sigua, Marc Anthony C. Umiten, and Joshua Alexander B. Villa received a special citation award for their paper in the National Academy of Science and Technology 2021 (NAST 2021) Magsaysay Future Engineers/Technologists Award conferred on December 3, 2021.
Their paper was entitled “Development of an Electroencephalogram-based (EEG) Brain Computer Interface for Upper Limb Control in Spinal Cord Injury Patients”, a robotic assistive device that decodes and translates brain signals into commands that guide the movement of artificial limbs attached to SCI patients. “In our research study, we investigate whether the use of data transformation and augmentation techniques, together with Hybrid-scale Convolutional Neural Network (CNN), could allow us to record a few data from SCI patients, and then create a synthetic training data to compensate for the training of CNN while maintaining the desirable degree of accuracy,” Sigua said in the presentation.
Department of Electronics Engineering faculty member Engr. Seigfred V. Prado, MRes, MSc, SMIEEE served as the team’s adviser.Watch their presentation here: