[HTML][HTML] Improving the study of brain-behavior relationships by revisiting basic assumptions

C Westlin, JE Theriault, Y Katsumi… - Trends in cognitive …, 2023 - cell.com
Neuroimaging research has been at the forefront of concerns regarding the failure of
experimental findings to replicate. In the study of brain-behavior relationships, past failures …

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

C Lee, J Han, M Feilong, G Jiahui… - Advances in …, 2023 - proceedings.neurips.cc
Naturalistic stimuli evoke complex neural responses with spatial and temporal properties
that differ across individuals. Current alignment methods focus on either spatial …

[HTML][HTML] Connectivity analyses for task-based fMRI

S Huang, F De Brigard, R Cabeza, SW Davis - Physics of Life Reviews, 2024 - Elsevier
Functional connectivity (FC) is conventionally defined by measuring the similarity between
brain signals from two regions. The technique has become widely adopted in the analysis of …

Multivariate connectivity: A brief introduction and an open question

M Fang, C Poskanzer, S Anzellotti - Frontiers in Neuroscience, 2023 - frontiersin.org
Cognitive processes engage multiple interacting brain regions. To study these interactions,
researchers analyze neural data with “connectivity” methods, that capture the temporal co …