3 papers
cs.LG2026
Bayesian Inference of Psychometric Variables From Brain and Behavior in Implicit Association Tests
Christian A. Kothe, Sean Mullen, Michael V. Bronstein +7
Objective. We establish a principled method for inferring mental health related psychometric variables from neural and behavioral data using the Implicit Association Test (IAT) as…
cs.LG2024
Latent Variable Double Gaussian Process Model for Decoding Complex Neural Data
Navid Ziaei, Joshua J. Stim, Melanie D. Goodman-Keiser +4
Non-parametric models, such as Gaussian Processes (GP), show promising results in the analysis of complex data. Their applications in neuroscience data have recently gained tractio…
q-bio.NC2020
Interoception Underlies The Therapeutic Effects of Mindfulness Meditation for Post-Traumatic Stress Disorder: A Randomized Clinical Trial
Seung Suk Kang, Ph. D., Scott R. Sponheim +2
Mindfulness-based interventions have proven its efficacy in treating post-traumatic stress disorder (PTSD), but the underlying neurobiological mechanism is unknown. To determine th…