Robert J.K. Jacob

schoolTufts Universitybar_chart#4909 Global Rank

Total Papers

HCI Rank

#4909

Research Areas

Years Active

Recent Publications

Empower Real-World BCIs with NIRS-X: An Adaptive Learning Framework that Harnesses Unlabeled Brain Signals

Brain-Computer Interfaces (BCIs) using functional near-infrared spectroscopy (fNIRS) hold promise for future interactive user interfaces due to their ease of deployment and declining cost. However, they typically require a separate calibration process for each user and task, which can be burdensome. Machine learning h…

UIST '21CorrespondingBrain-Computer Interface (BCI) & Neurofeedback +1

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

Brain-computer interfaces (BCI) are an emerging technology with many potential applications. Functional near-infrared spectroscopy (fNIRS) can provide a convenient and unobtrusive real-time input for BCI. fNIRS is especially promising as a signal that could be used to automatically classify a user’s current cognitive…

CHI '182nd AuthorBrain-Computer Interface (BCI) & Neurofeedback +1

Brain-Computer Interfaces for Artistic Expression

Artists have been using BCIs for artistic expression since the 1960s. Their interest and creativity is now increasing because of the availability of affordable BCI devices and software that does not require them to invest extensive time in getting the BCI to work or tuning it to their application. Designers of artisti…

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