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5 articles related to "Subject Independent Classification"

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Articles

Original Research

Published on 25 Aug 2022

A real-time fMRI neurofeedback system for the clinical alleviation of depression with a subject-independent classification of brain states: A proof of principle study

in Brain Imaging and Stimulation

Jaime A. Pereira
Andreas Ray
Mohit Rana
Claudio Silva
Cesar Salinas
Francisco Zamorano
Martin Irani
Patricia Opazo
Ranganatha Sitaram
Sergio Ruiz

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2022.933559

5,956 views
7 citations

Original Research

Published on 26 Oct 2018

A Novel Method for Classifying Driver Mental Workload Under Naturalistic Conditions With Information From Near-Infrared Spectroscopy

in Brain Imaging and Stimulation

Anh Son Le
Hirofumi Aoki
Fumihiko Murase
Kenji Ishida

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2018.00431

9,223 views
41 citations

Original Research

Published on 17 Jan 2022

Detecting Fear of Heights Response to a Virtual Reality Environment Using Functional Near-Infrared Spectroscopy

in Human-Media Interaction

Luciënne A. de With
Nattapong Thammasan
Mannes Poel

Frontiers in Computer Science

doi 10.3389/fcomp.2021.652550

5,611 views
9 citations

Methods

Published on 02 Jun 2023

Subject-independent EEG classification based on a hybrid neural network

in Perception Science

Hao Zhang
Hongfei Ji
Jian Yu
Jie Li
Lingjing Jin
Lingyu Liu
Zhongfei Bai
Chen Ye

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1124089

6,315 views
14 citations

Original Research

Published on 02 Jan 2026

Transfer learning for subject-independent motor imagery EEG classification using convolutional relational networks

in Neural Technology

Zhenis Otarbay
Abzal Kyzyrkanov

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1691929

1,700 views
1 citation