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SHINE Lab at CU Boulder

System-Human Interaction with NIRS and EEG

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SHINE Lab New Website

Welcome to the new SHINE Lab website!



Joining NSF AI Institute for Student-AI Teaming

News update! We're proud to be part of the team at CU Boulder leading up the NSF AI Institute for Student-AI Teaming!



G. S. Rajshekar Reddy, Eloy, Lucca, Dickler, Rachel, Reitman, Jason G, Pugh, Samuel L., Foltz, Peter W., Gorman, Jamie C., Harrison, Julie L., and Hirshfield, Leanne. 2023. Synerg-eye-zing: Decoding Nonlinear Gaze Dynamics Underlying Successful Collaborations in Co-located Teams. In INTERNA TIONAL CONFERENCE ON MULTIMODAL INTERACTION (ICMI ’23), Oc tober 9–13, 2023, Paris, France. ACM, New York, NY, USA, 10 pages. (in press)

Eloy, Lucca, Cara Spencer, Emily Doherty, and Leanne Hirshfield. "Capturing the Dynamics of Trust and Team Processes in Human-Human-Agent Teams via Multidimensional Neural Recurrence Analyses." Proceedings of the ACM on Human-Computer Interaction 7, no. CSCW1 (2023): 1-23. [doi]

Doherty, Emily, Spencer, Cara A., Eloy, Lucca, Kumar, Nitin, Dickler, Rachel, and Hirshfield, Leanne. 2023. Using Speech Patterns to Model the Dimensions of Teamness in Human-Agent Teams. In INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION (ICMI ’23), October 9–13, 2023, Paris, France. ACM, New York, NY, USA, 9 pages. (in press)

Tran, Nhan, Trevor Grant, Thao Phung, Leanne Hirshfield, Christopher Wickens, and Tom Williams. "Now Look Here! U Mixed Reality Improves Robot Communication Without Cognitive Overload." In HCI International. 2023. [doi]

Doherty, E.J., Spencer, C.A., Burnison, J., Čeko, M., Chin, J., Eloy, L., Haring, K., Kim, P., Pittman, D., Powers, S. and Pugh, S.L., 2023. Interdisciplinary views of fNIRS: Current advancements, equity challenges, and an agenda for future needs of a diverse fNIRS research community. Frontiers in Integrative Neuroscience. [doi]




VR/Flight Sim Testbed

We designed the Virtual Reality (VR) flight simulator testbed to estimate a pilots' cognitive load in real-time through physiological sensors



CHART Testbed

The Computer-Human Allocation of Resources Testbed (CHART) allows human-agent teams to collaborate on a crime mapping task



Leanne Hirshfield's picture

Leanne Hirshfield


Cara Spencer's picture

Cara Spencer

PhD Student

Emily Doherty's picture

Emily Doherty

PhD Student

James Crum's picture

James Crum

Postdoctoral Research Fellow

Lucca Eloy's picture

Lucca Eloy

PhD Student

Nitin Kumar's picture

Nitin Kumar

Graduate Research Assistant

Rajshekar Guda Subhash's picture

Rajshekar Guda Subhash

Graduate Research Assistant

Michal Bodzianowski's picture

Michal Bodzianowski

Undergraduate RA


Reid Boyce's picture

Reid Boyce

Graduate RA

Brian Tan's picture

Brian Tan

Undergraduate RA

Jack Driscoll's picture

Jack Driscoll

Undergraduate RA

2024 (c). All rights reserved. Developed by Michal Bodzianowski. Property of SHINE Lab. Affiliate of University of Colorado: Boulder