Frontiers in Neuroinformatics

Original Research

Published on 29 Feb 2024

Exploring EEG-based motor imagery decoding: a dual approach using spatial features and spectro-spatial Deep Learning model IFNet

Javier V. Juan
Rubén Martínez
Eduardo Iáñez
Mario Ortiz
Jesús Tornero
José M. Azorín

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1345425

7,070 views
4 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

3,538 views

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

2,571 views
3 citations

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

3,241 views
4 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

4,670 views
8 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

4,218 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

4,187 views
4 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

7,557 views
2 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

3,824 views
4 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

4,391 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

3,082 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

6,048 views
11 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

4,438 views
1 citation

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

5,388 views
1 citation

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

7,180 views
1 citation

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

3,770 views
2 citations