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OpenNFT: An open-source Python/Matlab framework for real-time fMRI neurofeedback training based on activity, connectivity and multivariate pattern analysis
2017
NeuroImage
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A B S T R A C T Neurofeedback based on real-time functional magnetic resonance imaging (rt-fMRI) is a novel and rapidly developing research field. ...
We demonstrate the functionality of our new framework by describing case studies that include neurofeedback protocols based on brain activity levels, effective connectivity models, and pattern classification ...
Software overview for neurofeedback based on rt-fMRI As it was outlined above in detail, OpenNFT is an open-source GUIbased multi-processing integrated Python/Matlab framework with a broad functionality ...
doi:10.1016/j.neuroimage.2017.06.039
pmid:28645842
fatcat:2n7gi4cqfzcbrps4t7naeibj5e
OpenNFT: An open-source Python/Matlab framework for real-time fMRI neurofeedback training based on activity, connectivity and multivariate pattern analysis
2017
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
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Neurofeedback based on real-time functional magnetic resonance imaging (rt-fMRI) is a novel and rapidly developing research field. ...
We demonstrate the functionality of our new framework by describing case studies that include neurofeedback protocols based on brain activity levels, effective connectivity models, and pattern classification ...
AN, EP and SB are supported by the Samara University (AN, SB: Russian Federation Presidential grant MD-2531.2017.9 and Russian Foundation of Basic Research grant 16-47-630721 r_a) and Aligned Research ...
doi:10.3929/ethz-b-000191765
fatcat:v63ir2u3kjdjbizadwbx3qsz6y
Pyneal: Open Source Real-Time fMRI Software
2020
Frontiers in Neuroscience
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A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
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The Pyneal toolkit is python-based software that offers a flexible and user friendly framework for rt-fMRI, is compatible with all three major scanner manufacturers (GE, Siemens, Phillips), and, critically ...
Here we introduce a free, open-source rt-fMRI package, the Pyneal toolkit, designed to address this limitation. ...
All authors contributed to the article and approved the submitted version.
ACKNOWLEDGMENTS The authors would like to thank Ian Ballard for helpful comments on the manuscript. ...
doi:10.3389/fnins.2020.00900
pmid:33041750
pmcid:PMC7522368
fatcat:3dtt4fvvcbap3o3lbsivhujjbq
Approaches for real-time fMRI decoding using multivariate methods
2020
unpublished
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Niazi, et. al. 2014 ) logistic elastic net regularized regression, linear prediction detrending OpenNFT: An open-source Python/Matlab framework for real-time fMRI neurofeedback training based on activity ...
, connectivity and multivariate pattern analysis (Yury Koush, John Ashburner, et. al. 2017) overview 2017, open platform fort further development, good post processing Multivariate detrending of fMRI signal ...
doi:10.13140/rg.2.2.30352.97287
fatcat:okb6xpk4grajlmlucg4qq35gei