My overarching goal is to investigate human cognition in naturalistic environments using computational models. I use naturalistic stimuli in my research because they offer rich and dynamic information, similar to our everyday experiences. I aim to design experiments that capture cognitive processes as they occur in the real world, so that my findings to be generalized to real-world scenarios. Read more about naturalistic stimuli in my presentation on the difference between reductionist vs. naturalistic stimuli.
My current project focuses on the decision making in spatial navigation in virtual reality, supervised by Dr. Robert Wilson, with ongoing collaborations including Dr. Arne Ekstrom. I began my graduate studies at the University of Arizona in 2022 before transferring to Georgia Tech in 2024. My current project involves modeling how humans integrate multi-sensory inputs during VR navigation, using mobile EEG and motion data. Read more about why VR is naturalistic in my paper in Nature Reviews Psychology and my notes on Spatial Cognitive Map.
My undergraduate project on investigating the impact of time and event segmentation on episodic memory using movie stimuli, advised by Dr. Morgan Barense, was presented at Context and Episodic Memory Symposium and Lake Ontario Visionary Establishment.
Outside the lab, I enjoy working on projects at the intersection between cognitive neuroscience and machine learning. I am the EEG Machine Learning lead at the Neurotech University of Toronto for the 2022 summer project on the Brain–Computer Interface speller app that spells desired letters on a virtual keyboard using EEG signal.
If you are interested in my work or considering a collaboration, please feel free to contact me by email.
Perception and action | |
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Naturalistic stimuli | |
Computational models |
PhD in Psychology Georgia Institute of Technology | 2024 - Present |
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Research Assistant: Recurrent Neural Networks and Bayesian Knowledge Tracing iBlüm Learning Company | 2020 - 2022 |
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Honours BSc in Psychology; Minor: Biology and Anthropology University of Toronto | 2016 - 2020 |
Dec 2023
Awarding Body: University of Arizona
Nov 2023
Awarding Body: Society for Neuroscience
Jul 2023 - Jun 2024
Funder: University of Arizona
Dec 2022
Awarding Body: University of Arizona
Nov 2022 - Nov 2023
Funder: University of Arizona
Aug 2022 - Present
Funders: National Institutes of Health (NIH), University of Arizona SensorLab Seed Grant, University of Arizona Research and Project (ReaP) Grant
Advisors: Dr. Arne Ekstrom and Dr. Robert Wilson
Jun 2020 - Jul 2022
Funders: National Research Council of Canada Industrial Research Assistance Program (NRC IRAP), Scientific Research and Experimental Development Federal Program (SR&ED)
Company: iBlüm Learning Company
REVIEWNov 2018 - May 2022
Funders: University of Toronto, Cell & Systems Biology Department, Faculty of Medicine, Human Biology, Laboratory Medicine and Pathobiology
Group: iGEM Toronto
CODE WEBSITELeveraging Virtual Reality to Understand Human Spatial Navigation. Nature Reviews Psychology PDF |
Huang, Y. (2023). | |
Dynamic Face Perception: The Role of Expertise in Dual Processing of Features and Configuration. Journal of Undergraduate Life Sciences PDF |
Huang, Y. (2023). | |
Replicability of Two Classic Experiments in Social Psychology: Implicit Association Test and Imagined Contact.
Inkblot: Undergraduate Journal of Psychology, 9 , 38-46.
SLIDES
PAPER
CODE
DATA
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Huang, Y. (2020). |
Neural Correlates of Mismatch Detection and Integration of Visual and Body-based Cues in Virtual Reality. Society for Neuroscience Conference, Washington, DC, USA |
Huang, Y., Du, Y. K., Wilson, R., & Ekstrom, A. (2023). | |
How do temporal context and event boundaries affect recall richness for Forrest Gump? Context and Episodic Memory Symposium, Philadelphia, PA, USA PDF |
Hong, B., Tran, M.A., Cheng, H., Huang, Y., & Barense, M.D. (2020). | |
Testing retrieved-context models and event boundaries in naturalistic events. Lake Ontario Visionary Establishment, Ontario, Canada PDF |
Huang, Y., Cheng, H., Tran, M., Hong, B., & Barense, M.D. (2020). | |
To cope with stressors at the workplace and at home: phone use and its consequences. Smarti Gras, Ontario, Canada PDF |
Huang, Y., Zhao, X., & Toh, S. M. (2019). |
Course: General Psychology [150 students] Teaching Assistant and Guest Lecturer on Memory |
2024 Fall | |
Course: Vestibular System [20 students] Guest Lecturer |
2023 Spring | |
Course: Drugs and the Brain [200 students] Teaching Assistant and Guest Lecturer on Psychedelics |
2023 Spring | |
Course: Psychological Measurement and Statistics [200 students] Teaching Assistant and Guest Lecturer on ANOVA |
2022 Fall |
Graduate Representative Psychology, University of Arizona |
2022 - 2024 |
Society for Neuroscience |