Bayesian Neural Response Model

Cross-source consensus on Bayesian Neural Response Model from 1 sources and 5 claims.

1 sources · 5 claims

Uses

The Bayesian neural response model jointly estimates a latent shared BOLD response and voxel activation from fMRI data. — Bayesian Sparsity Modeling of Shared Neural Response in Functional Magnetic Resonance Imaging Data
The model generalizes the classical GLM by reducing to it when a known task predictor is supplied. — Bayesian Sparsity Modeling of Shared Neural Response in Functional Magnetic Resonance Imaging Data
For naturalistic fMRI, the shared response function is estimated from the data instead of prespecified. — Bayesian Sparsity Modeling of Shared Neural Response in Functional Magnetic Resonance Imaging Data
The model treats response estimation and activation mapping as a single joint inference problem. — Bayesian Sparsity Modeling of Shared Neural Response in Functional Magnetic Resonance Imaging Data
BNR is intended as a model-based alternative to intersubject correlation for naturalistic fMRI. — Bayesian Sparsity Modeling of Shared Neural Response in Functional Magnetic Resonance Imaging Data