ATTENTIVU GLASSES VERSION 1
2018 - 2019
Our AttentivU glasses sense brain activity using electroencephalography (EEG) and eye movements using electrooculography (EOG) in order to measure different cognitive processes in real time, including cognitive load, fatigue, engagement, and focus (please check our FAQ on the terminology page for the definitions). The device can be used for passive or active interventions: to monitor the state of the user, provide gentle audio or haptic feedback when the user is less attentive, or adapt the environment when cognitive overload is detected by blocking notifications. The system can operate in a standalone, non-networked fashion to ensure privacy of the collected data. The use of the AttentivU glasses can be limited to just those moments when the user decides they want to learn to sustain their attention.
We have tested the first generation prototype of the device in the workplace and in learning settings with over 100 subjects. We performed experiments with people studying or working by themselves, viewing online lectures as well as listening to a professor at the university. We have now completed the first test of the glasses prototype with more than 30 subjects who were performing a driving task in a simulator overnight when their attention waned, and the system reminded them with a sound or with a vibration to pay attention to the road. This research paper was rewarded with the honorable mention award at the 2019 AutoUI conference. Please check the dedicated page about the car use case scenarios on the MIT website.
AttentivU Version 2 is the latest model of our glasses, which features several improvements in size, battery, and power consumption from AttentivU V1.
Research and Publications
Lessons Learned from Using Physiological Sensing in Learning Environments
MITxTalk February 2020
by Nataliya Kosmyna
International Conference on Automotive User Interfaces and Interactive Vehicular Applications September 2019
by Nataliya Kosmyna, Caitlin Morris, Thanh Nguyen, Sebastian Zepf, Javier Hernandez, Pattie Maes
AttentivU: a Biofeedback Device to Monitor and Improve Engagement in the Workplace
41st Annual International IEEE Conference July 2019
by Nataliya Kosmyna, Pattie Maes
AttentivU: a Wearable Pair of EEG and EOG Glasses for Real-Time Physiological Processing
IEEE BSN May 2019
by Nataliya Kosmyna, Caitlin Morris, Utkarsh Sarawgi, Thanh Nguyen, Pattie Maes
AttentivU: Evaluating the Feasibility of Biofeedback Glasses to Monitor and Improve Attention
UbiComp 2018 October 2018
by Nataliya Kosmyna, Utkarsh Sarawgi, Pattie Maes