Bayesian Inference for Non-Linear Forward Model by Using a VAE-Based Neural Network Structure-Reference-Cited by-同舟云学术

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Bayesian Inference for Non-Linear Forward Model by Using a VAE-Based Neural Network Structure

Published:2024 Issue: Volume:72 Page:1400-1411
ISSN:1053-587X
Container-title:IEEE Transactions on Signal Processing
language:
Short-container-title:IEEE Trans. Signal Process.

Author:

Zhang Yechuan¹^ORCID,Zheng Jian-Qing²^ORCID,Chappell Michael³^ORCID

Affiliation:

1. Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, U.K.

2. Kennedy Institute of Rheumatology, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, U.K.

3. Sir Peter Mansfield Imaging Centre and Mental Health & Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, U.K.

Funder

EPSRC

Kennedy Trust Prize Studentships

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/78/10347386/10461560.pdf?arnumber=10461560

Reference32 articles.

1. Bayesian Decision Theory in Pricing Strategy

2. Bayesian hierarchical models for disease mapping applied to contagious pathologies

3. Bayesian statistical models of shape and appearance for subcortical brain segmentation,;Patenaude,2007

4. Constrained linear basis sets for HRF modelling using Variational Bayes

5. Bayesian models for fMRI data analysis;Zhang;Wiley Interdiscip. Rev.,2015

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