Frontiers in Neuroinformatics

Review

Published on 26 Sep 2022

Project, toolkit, and database of neuroinformatics ecosystem: A summary of previous studies on “Frontiers in Neuroinformatics”

Xin Li
Huadong Liang

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.902452

4,530 views
3 citations

Methods

Published on 23 Sep 2022

A domain adaptation benchmark for T1-weighted brain magnetic resonance image segmentation

Parisa Saat
Nikita Nogovitsyn
Muhammad Yusuf Hassan
Muhammad Athar Ganaie
Roberto Souza
Hadi Hemmati

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.919779

6,744 views
8 citations

Original Research

Published on 22 Sep 2022

Large-scale biophysically detailed model of somatosensory thalamocortical circuits in NetPyNE

Fernando S. Borges
Joao V. S. Moreira
Lavinia M. Takarabe
William W. Lytton
Salvador Dura-Bernal

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.884245

10,009 views
24 citations

Original Research

Published on 21 Sep 2022

Progressive 3D biomedical image registration network based on deep self-calibration

Rui Sun
Jun Wu
Yongchun Miao
Lei Ouyang
Lei Qu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.932879

4,757 views
2 citations

Original Research

Published on 21 Sep 2022

Recognition ability of untrained neural networks to symbolic numbers

Yiwei Zhou
Huanwen Chen
Yijun Wang

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.973010

3,704 views
1 citation

Original Research

Published on 21 Sep 2022

Novel hybrid visual stimuli incorporating periodic motions into conventional flickering or pattern-reversal visual stimuli for steady-state visual evoked potential-based brain-computer interfaces

Jinuk Kwon
Jihun Hwang
Hyerin Nam
Chang-Hwan Im

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.997068

4,409 views
9 citations

Correction

Published on 14 Sep 2022

Corrigendum: Mapping and validating a point neuron model on intel's neuromorphic hardware Loihi

Srijanie Dey
Alexander Dimitrov

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.1023486

1,647 views
1 citation

Original Research

Published on 12 Sep 2022

Machine learning reveals interhemispheric somatosensory coherence as indicator of anesthetic depth

Dominik Schmidt
Gwendolyn English
Thomas C. Gent
Mehmet Fatih Yanik
Wolfger von der Behrens

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.971231

4,144 views
2 citations

Original Research

Published on 09 Sep 2022

A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy

Xiangyu Zhao
Xueping Peng
Ke Niu
Hailong Li
Lili He
Feng Yang
Ting Wu
Duo Chen
Qiusi Zhang
Menglin Ouyang

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.771965

4,419 views
5 citations

Original Research

Published on 08 Sep 2022

Interpretable evaluation for the Brunnstrom recovery stage of the lower limb based on wearable sensors

Xiang Chen
DongXia Hu
RuiQi Zhang
ZeWei Pan
Yan Chen
Longhan Xie
Jun Luo
YiWen Zhu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.1006494

10,826 views
15 citations

Original Research

Published on 08 Sep 2022

Brain structural alterations in young girls with Rett syndrome: A voxel-based morphometry and tract-based spatial statistics study

Dongyun Li
Lianni Mei
Huiping Li
Chunchun Hu
Bingrui Zhou
Kaifeng Zhang
Zhongwei Qiao
Xiu Xu
Qiong Xu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.962197

5,693 views
10 citations

Original Research

Published on 02 Sep 2022

Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface

Nayid Triana-Guzman
Alvaro D. Orjuela-Cañon
Andres L. Jutinico
Omar Mendoza-Montoya
Javier M. Antelis

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.961089

9,189 views
24 citations

Original Research

Published on 02 Sep 2022

Expected affine: A registration method for damaged section in serial sections electron microscopy

Tong Xin
Lijun Shen
Linlin Li
Xi Chen
Hua Han

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.944050

4,432 views
4 citations

Editorial

Published on 31 Aug 2022

Editorial: Multi-site neuroimage analysis: Domain adaptation and batch effects

Muhammad Yousefnezhad
Daoqiang Zhang
Andrew J. Greenshaw
Russell Greiner

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.994463

3,909 views
2 citations

Original Research

Published on 31 Aug 2022

Application value of a deep learning method based on a 3D V-Net convolutional neural network in the recognition and segmentation of the auditory ossicles

Xing-Rui Wang
Xi Ma
Liu-Xu Jin
Yan-Jun Gao
Yong-Jie Xue
Jing-Long Li
Wei-Xian Bai
Miao-Fei Han
Qing Zhou
Feng Shi

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.937891

6,208 views
6 citations

Original Research

Published on 30 Aug 2022

Explainable artificial intelligence based on feature optimization for age at onset prediction of spinocerebellar ataxia type 3

Danlei Ru
Jinchen Li
Ouyi Xie
Linliu Peng
Hong Jiang
Rong Qiu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.978630

4,948 views
6 citations

Original Research

Published on 24 Aug 2022

Extending and using anatomical vocabularies in the stimulating peripheral activity to relieve conditions project

Monique C. Surles-Zeigler
Troy Sincomb
Thomas H. Gillespie
Bernard de Bono
Jacqueline Bresnahan
Gary M. Mawe
Jeffrey S. Grethe
Susan Tappan
Maci Heal
Maryann E. Martone

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.819198

3,203 views
14 citations

Original Research

Published on 23 Aug 2022

State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles

Kun Wang
Aili Wei
Yu Fu
Tianhui Wang
Xiujie Gao
Bo Fu
Yingwen Zhu
Bo Cui
Mengfu Zhu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.968907

3,769 views
6 citations

Original Research

Published on 18 Aug 2022

Classification of partial seizures based on functional connectivity: A MEG study with support vector machine

Yingwei Wang
Zhongjie Li
Yujin Zhang
Yingming Long
Xinyan Xie
Ting Wu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.934480

4,185 views
3 citations

Original Research

Published on 16 Aug 2022

Temporal and spatial dynamic propagation of electroencephalogram by combining power spectral and synchronization in childhood absence epilepsy

Lisha Zhong
Jiangzhong Wan
Jia Wu
Suling He
Xuefei Zhong
Zhiwei Huang
Zhangyong Li

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.962466

5,473 views
17 citations

Original Research

Published on 16 Aug 2022

An EEG study of human trust in autonomous vehicles based on graphic theoretical analysis

Tao Xu
Andrei Dragomir
Xucheng Liu
Haojun Yin
Feng Wan
Anastasios Bezerianos
Hongtao Wang

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.907942

6,010 views
18 citations

Original Research

Published on 11 Aug 2022

Prediction model for suicide based on back propagation neural network and multilayer perceptron

Juncheng Lyu
Hong Shi
Jie Zhang
Jill Norvilitis

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.961588

5,165 views
19 citations

Original Research

Published on 10 Aug 2022

Feature Selection Techniques for a Machine Learning Model to Detect Autonomic Dysreflexia

Shruthi Suresh
David T. Newton
Thomas H. Everett
Guang Lin
Bradley S. Duerstock

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.901428

7,670 views
30 citations

Original Research

Published on 05 Aug 2022

A generalized deep learning network for fractional anisotropy reconstruction: Application to epilepsy and multiple sclerosis

Marta Gaviraghi
Antonio Ricciardi
Fulvia Palesi
Wallace Brownlee
Paolo Vitali
Ferran Prados
Baris Kanber
Claudia A. M. Gandini Wheeler-Kingshott

Frontiers in Neuroinformatics

doi 10.3389/fninf.2022.891234

5,688 views
3 citations

1,136 articles

articles

Project, toolkit, and database of neuroinformatics ecosystem: A summary of previous studies on “Frontiers in Neuroinformatics”

A domain adaptation benchmark for T1-weighted brain magnetic resonance image segmentation

Large-scale biophysically detailed model of somatosensory thalamocortical circuits in NetPyNE

Progressive 3D biomedical image registration network based on deep self-calibration

Recognition ability of untrained neural networks to symbolic numbers

Novel hybrid visual stimuli incorporating periodic motions into conventional flickering or pattern-reversal visual stimuli for steady-state visual evoked potential-based brain-computer interfaces

Corrigendum: Mapping and validating a point neuron model on intel's neuromorphic hardware Loihi

Machine learning reveals interhemispheric somatosensory coherence as indicator of anesthetic depth

A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy

Interpretable evaluation for the Brunnstrom recovery stage of the lower limb based on wearable sensors

Brain structural alterations in young girls with Rett syndrome: A voxel-based morphometry and tract-based spatial statistics study

Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface

Expected affine: A registration method for damaged section in serial sections electron microscopy

Editorial: Multi-site neuroimage analysis: Domain adaptation and batch effects

Application value of a deep learning method based on a 3D V-Net convolutional neural network in the recognition and segmentation of the auditory ossicles

Explainable artificial intelligence based on feature optimization for age at onset prediction of spinocerebellar ataxia type 3

Extending and using anatomical vocabularies in the stimulating peripheral activity to relieve conditions project

State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles

Classification of partial seizures based on functional connectivity: A MEG study with support vector machine

Temporal and spatial dynamic propagation of electroencephalogram by combining power spectral and synchronization in childhood absence epilepsy

An EEG study of human trust in autonomous vehicles based on graphic theoretical analysis

Prediction model for suicide based on back propagation neural network and multilayer perceptron

Feature Selection Techniques for a Machine Learning Model to Detect Autonomic Dysreflexia

A generalized deep learning network for fractional anisotropy reconstruction: Application to epilepsy and multiple sclerosis