Frontiers in Neuroinformatics

Original Research

Published on 21 Feb 2024

Long-range temporal correlations in resting state alpha oscillations in major depressive disorder and obsessive-compulsive disorder

Ekaterina Proshina
Olga Martynova
Galina Portnova
Guzal Khayrullina
Olga Sysoeva

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1339590

3,439 views
7 citations

Original Research

Published on 21 Feb 2024

Comparing feature selection and machine learning approaches for predicting CYP2D6 methylation from genetic variation

Wei Jing Fong
Hong Ming Tan
Rishabh Garg
Ai Ling Teh
Hong Pan
Varsha Gupta
Bernadus Krishna
Zou Hui Chen
Natania Yovela Purwanto
Fabian Yap

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1244336

5,048 views
1 citation

Technology and Code

Published on 20 Feb 2024

Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch

Marius Vieth
Ali Rahimi
Ashena Gorgan Mohammadi
Jochen Triesch
Mohammad Ganjtabesh

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1331220

4,963 views
8 citations

Original Research

Published on 14 Feb 2024

Empirical comparison of deep learning models for fNIRS pain decoding

Raul Fernandez Rojas
Calvin Joseph
Ghazal Bargshady
Keng-Liang Ou

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1320189

6,170 views
19 citations

Methods

Published on 12 Feb 2024

Multiscale co-simulation design pattern for neuroscience applications

Lionel Kusch
Sandra Diaz-Pier
Wouter Klijn
Kim Sontheimer
Christophe Bernard
Abigail Morrison
Viktor Jirsa

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1156683

5,274 views
2 citations

Original Research

Published on 09 Feb 2024

The Locare workflow: representing neuroscience data locations as geometric objects in 3D brain atlases

Camilla H. Blixhavn
Ingrid Reiten
Heidi Kleven
Martin Øvsthus
Sharon C. Yates
Ulrike Schlegel
Maja A. Puchades
Oliver Schmid
Jan G. Bjaalie
Ingvild E. Bjerke

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1284107

5,053 views
7 citations

Original Research

Published on 07 Feb 2024

In silico analyses of the involvement of GPR55, CB1R and TRPV1: response to THC, contribution to temporal lobe epilepsy, structural modeling and updated evolution

Amy L. Cherry
Michael J. Wheeler
Karolina Mathisova
Mathieu Di Miceli

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1294939

9,575 views
5 citations

Original Research

Published on 06 Feb 2024

Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification

Matteo Ferrante
Tommaso Boccato
Nicola Toschi

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1346723

4,699 views
8 citations

Technology and Code

Published on 05 Feb 2024

Improving the detection of sleep slow oscillations in electroencephalographic data

Cristiana Dimulescu
Leonhard Donle
Caglar Cakan
Thomas Goerttler
Lilia Khakimova
Julia Ladenbauer
Agnes Flöel
Klaus Obermayer

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1338886

5,356 views

Retraction

Published on 05 Feb 2024

Retraction: NeuroSuites: an online platform for running neuroscience, statistical, and machine learning tools

Frontiers Editorial Office

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1376953

3,659 views

Original Research

Published on 02 Feb 2024

Domain adaptation for EEG-based, cross-subject epileptic seizure prediction

Imene Jemal
Lina Abou-Abbas
Khadidja Henni
Amar Mitiche
Neila Mezghani

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1303380

7,864 views
18 citations

Original Research

Published on 02 Feb 2024

Discovering optimal features for neuron-type identification from extracellular recordings

Vergil R. Haynes
Yi Zhou
Sharon M. Crook

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1303993

5,629 views
2 citations

Original Research

Published on 30 Jan 2024

Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models

Thomas Tveitstøl
Mats Tveter
Ana S. Pérez T.
Christoffer Hatlestad-Hall
Anis Yazidi
Hugo L. Hammer
Ira R. J. Hebold Haraldsen

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1272791

6,385 views
4 citations

Methods

Published on 29 Jan 2024

SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation

Ekaterina Mikhaylets
Alexandra M. Razorenova
Vsevolod Chernyshev
Nikolay Syrov
Lev Yakovlev
Julia Boytsova
Elena Kokurina
Yulia Zhironkina
Svyatoslav Medvedev
Alexander Kaplan

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1301718

8,599 views
2 citations

Original Research

Published on 11 Jan 2024

Transdiagnostic clustering of self-schema from self-referential judgements identifies subtypes of healthy personality and depression

Geoffrey Chern-Yee Tan
Ziying Wang
Ethel Siew Ee Tan
Rachel Jing Min Ong
Pei En Ooi
Danan Lee
Nikita Rane
Sheryl Yu Xuan Tey
Si Ying Chua
Nicole Goh

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1244347

5,557 views
4 citations

Review

Published on 05 Jan 2024

The past, present and future of neuroscience data sharing: a perspective on the state of practices and infrastructure for FAIR

Maryann E. Martone

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1276407

7,940 views
16 citations

Brief Research Report

Published on 05 Jan 2024

The hemodynamic response function as a type 2 diabetes biomarker: a data-driven approach

Pedro Guimarães
Pedro Serranho
João V. Duarte
Joana Crisóstomo
Carolina Moreno
Leonor Gomes
Rui Bernardes
Miguel Castelo-Branco

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1321178

3,986 views
3 citations

Technology and Code

Published on 03 Jan 2024

NeuroDecodeR: a package for neural decoding in R

Ethan M. Meyers

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1275903

5,364 views
1 citation

Technology and Code

Published on 22 Dec 2023

AngoraPy: A Python toolkit for modeling anthropomorphic goal-driven sensorimotor systems

Tonio Weidler
Rainer Goebel
Mario Senden

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1223687

4,191 views
1 citation

Original Research

Published on 22 Dec 2023

An interactive image segmentation method for the anatomical structures of the main olfactory bulb with micro-level resolution

Xin Liu
Anan Li
Yue Luo
Shengda Bao
Tao Jiang
Xiangning Li
Jing Yuan
Zhao Feng

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1276891

4,064 views

Original Research

Published on 21 Dec 2023

Establishing a nomogram to predict refracture after percutaneous kyphoplasty by logistic regression

Aiqi Zhang
Hongye Fu
Junjie Wang
Zhe Chen
Jiajun Fan

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1304248

4,080 views
7 citations

Original Research

Published on 18 Dec 2023

Evaluation of an English language phoneme-based imagined speech brain computer interface with low-cost electroencephalography

John LaRocco
Qudsia Tahmina
Sam Lecian
Jason Moore
Cole Helbig
Surya Gupta

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1306277

6,537 views
7 citations

Methods

Published on 14 Dec 2023

Factorized discriminant analysis for genetic signatures of neuronal phenotypes

Mu Qiao

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1265079

4,491 views
6 citations

Original Research

Published on 06 Dec 2023

Systematic bibliometric and visualized analysis of research hotspots and trends in artificial intelligence in autism spectrum disorder

Qianfang Jia
Xiaofang Wang
Rongyi Zhou
Bingxiang Ma
Fangqin Fei
Hui Han

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1310400

7,038 views
5 citations

1,133 articles

articles

Long-range temporal correlations in resting state alpha oscillations in major depressive disorder and obsessive-compulsive disorder

Comparing feature selection and machine learning approaches for predicting CYP2D6 methylation from genetic variation

Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch

Empirical comparison of deep learning models for fNIRS pain decoding

Multiscale co-simulation design pattern for neuroscience applications

The Locare workflow: representing neuroscience data locations as geometric objects in 3D brain atlases

In silico analyses of the involvement of GPR55, CB1R and TRPV1: response to THC, contribution to temporal lobe epilepsy, structural modeling and updated evolution

Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification

Improving the detection of sleep slow oscillations in electroencephalographic data

Retraction: NeuroSuites: an online platform for running neuroscience, statistical, and machine learning tools

Domain adaptation for EEG-based, cross-subject epileptic seizure prediction

Discovering optimal features for neuron-type identification from extracellular recordings

Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models

SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation

Transdiagnostic clustering of self-schema from self-referential judgements identifies subtypes of healthy personality and depression

The past, present and future of neuroscience data sharing: a perspective on the state of practices and infrastructure for FAIR

The hemodynamic response function as a type 2 diabetes biomarker: a data-driven approach

NeuroDecodeR: a package for neural decoding in R

AngoraPy: A Python toolkit for modeling anthropomorphic goal-driven sensorimotor systems

An interactive image segmentation method for the anatomical structures of the main olfactory bulb with micro-level resolution

Establishing a nomogram to predict refracture after percutaneous kyphoplasty by logistic regression

Evaluation of an English language phoneme-based imagined speech brain computer interface with low-cost electroencephalography

Factorized discriminant analysis for genetic signatures of neuronal phenotypes

Systematic bibliometric and visualized analysis of research hotspots and trends in artificial intelligence in autism spectrum disorder