Project/Research

All Neuroscience Deep Learning Machine Learning Virtual Reality
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Dynamic modeling of eeg responses to natural speech reveals earlier processing of predictable words

Dou, J., Anderson, A. J., White, A. S., Norman-Haignere, S. V., & Lalor, E. C. (2025). Dynamic modeling of EEG responses to natural speech reveals earlier processing of predictable words. PLOS Computational Biology, 21(4), e1013006.

paper code
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mTRFpy: A python package for temporal response function analysis

Bialas, O., Dou, J., & Lalor, E. C. (2023). mtrfpy: A python package for temporal response function analysis. Journal of Open Source Software, 8(89), 5657.

paper code

3D speech corpuses in a virtual booth

A Unity3D project that integrates 360 virtual reality speech corpuses into a virtual booth for audiovisual research.

video demo code