Automaticity in the Reading Circuitry

Python ML pipelines for speech-related neural responses in school-aged children; neural networks, PCA, and dense-array time-series modeling.

Role: Core analyst, I-LABS, University of Washington (2015-2019)

Highlights:

• School-aged cohort N = 42 (ages 7-12)
• Neural networks and dimensionality reduction (PCA)
• 3D statistical modeling of dense-array timeseries data

Outcomes: Joo et al. (2021). Brain and Language, 214, 104906

Python MNE-Python PCA MEG scikit-learn