Tufts HCI Lab

NIRS-X & fNIRS2MW Audio n-back dataset

NIRS-X & fNIRS2MW Audio n-back dataset

BCI fNIRS machine learning cognitive workload contrastive learning semi-supervised learning

The Tufts fNIRS to Mental Workload Dataset

The Tufts fNIRS to Mental Workload Dataset

BCI fNIRS machine learning time series classification cognitive workload

Robert Jacob

Faculty, Lab Founder

Robert Jacob

Ph.D., Professor, ACM Fellow

Taming fNIRS-based BCI Input for Better Calibration and Broader Use

Published in UIST 2021

Taming fNIRS-based BCI Input for Better Calibration and Broader Use

BCI data augmentation fNIRS machine learning

Brain-Computer Interaction using functional Near-Infrared Spectroscopy (fNIRS)

Brain-Computer Interaction using functional Near-Infrared Spectroscopy (fNIRS)

Tangible Programming Languages A practical approach to computer programming in educational settings.

Tangible Programming Languages A practical approach to computer programming in educational settings.