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fMRI Neurofeedback: Brain State Classification in Real Time

fMRI Neurofeedback: Brain State Classification in Real Time

Author(s): Tirikov E. M., Stupnikov S. A.
Published:2021 Ivannikov Ispras Open Conference (ISPRAS) (Moscow, 02-03 December 2021). – IEEE, 2022. P. 182 – 188.
Abstract:
Functional magnetic resonance imaging (fMRI) is widely used to study the human brain. Many urgent problems in neurophysiology are solved applying machine learning classification methods over fMRI data. The paper compares state-of-the-art approaches for classification of human brain state including neural ordinary differential equations in real time.
Download: [ https://ieeexplore.ieee.org/document/9708634 ]

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