Selected work

Projects

Robust sentence processing under verbatim repetition

Self-paced reading · Continuous-time Deconvolutional Regression · Cross-validated decoding

In this project I ask whether repeated exposure makes sentence-specific reading-time structure more recoverable across people. We found stimulus-driven structure preserved but attenuated through adaptation, and averaging across repetitions improved signal related to stimuli structure.

Mapping language–speech interfaces

Deep-scan fMRI for language speech interface network · RSA · gPPI · NPTL collaboration

In the INT project and related work with Stanford’s Neural Prosthetics Translational Lab, led by Dr. Sasidhar Madugula, I helped intensive individual-level fMRI to examine how language representations interface with sensory and speech–motor systems.

Neural representations and temporal dynamics at the language network

Intracortical microelectrode recordings · GAMs · Feature decoding · PCA · NPTL collaboration

We collected intracortical microelectrode array recordings from a participant during naturalistic listening and reading. The goal is to study how neural populations encode linguistic information at percisely localized langauge and speech sensitive regions with high temporal dynamics.

Comparative illusions and plausible alternatives

Sentence comprehension · Bayesian inference

Led by Dr. Yuhan Zhang, I studied why some logically anomalous comparative sentences nevertheless feel acceptable. This work tests whether the graded strength of comparative illusions can be explained as Bayesian inference over plausible intended meanings, linking noisy-channel theory with behavioral acceptability judgments.

Other projects

  1. Language assessment and neuroimaging in aphasia. I helped with fMRI scanning and behavioral assessment batteries for participants with aphasia, contributing to the localization of language abilities in stroke patients.
  2. Word decoding in cerebral palsy. In an ongoing 7T fMRI project, I help with decoding word-level semantic and articulatory information from neural activity, which in the future will be applied in people with cerebral palsy, with the broader goal of informing approaches to communication restoration.
  3. Bilingual numerical cognition. In Dr. Peter Gordon’s lab, I contributed to an ERP study of code-switching in numerical processing among bilingual and monolingual speakers, examining how language experience relates to the processing of number words.
  4. Real-world novelty and episodic memory. In Dr. Catherine Hartley’s lab, I developed infrastructure pipeline for longitudinal data collection and participant communication to support research on how real-world novelty exposure relates to episodic memory specificity across development.