← Search

James Haxby

2 accepted papers

2023

Hyper-HMM: aligning human brains and semantic features in a common latent event space

NeurIPS 2023poster

Naturalistic stimuli evoke complex neural responses with spatial and temporal properties that differ across individuals. Current alignment methods focus on either spatial hyperalignment (assuming exact temporal correspondence) or temporal alignment (assuming exact spatial correspondence). Here, we p…

Cited by 4SourcePDFScholar
2015

A Reduced-Dimension fMRI Shared Response Model

NeurIPS 2015oral

Multi-subject fMRI data is critical for evaluating the generality and validity of findings across subjects, and its effective utilization helps improve analysis sensitivity. We develop a shared response model for aggregating multi-subject fMRI data that accounts for different functional topographies…

Cited by 218SourcePDFScholar