Frontiers in Neuroinformatics

Original Research

Published on 20 Dec 2024

Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks

Magdalena Fafrowicz
Marcin Tutajewski
Igor Sieradzki
Jeremi K. Ochab
Anna Ceglarek-Sroka
Koryna Lewandowska
Tadeusz Marek
Barbara Sikora-Wachowicz
Igor T. Podolak
Paweł Oświęcimka

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1480366

1,257 views

Editorial

Published on 20 Dec 2024

Editorial: Emerging trends in large-scale data analysis for neuroscience research

Farouk S. Nathoo
Olave E. Krigolson
Fang Wang

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1538787

918 views

Editorial

Published on 17 Dec 2024

Editorial: Addressing large scale computing challenges in neuroscience: current advances and future directions

Tam V. Nguyen
Min Wang
Domenico Maisto

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1534396

778 views

Opinion

Published on 17 Dec 2024

Harmonizing AI governance regulations and neuroinformatics: perspectives on privacy and data sharing

Roba Alsaigh
Rashid Mehmood
Iyad Katib
Xiaohui Liang
Abdullah Alshanqiti
Juan M. Corchado
Simon See

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1472653

1,962 views
2 citations

Editorial

Published on 06 Dec 2024

Editorial: Improving autism spectrum disorder diagnosis using machine learning techniques

Mahmoud Elbattah
Osman Ali Sadek Ibrahim
Gilles Dequen

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1529839

1,665 views
1 citation

Original Research

Published on 28 Nov 2024

Unsupervised method for representation transfer from one brain to another

Daiki Nakamura
Shizuo Kaji
Ryota Kanai
Ryusuke Hayashi

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1470845

1,735 views

Original Research

Published on 26 Nov 2024

Enhanced brain tumor diagnosis using combined deep learning models and weight selection technique

Karim Gasmi
Najib Ben Aoun
Khalaf Alsalem
Ibtihel Ben Ltaifa
Ibrahim Alrashdi
Lassaad Ben Ammar
Manel Mrabet
Abdulaziz Shehab

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1444650

2,308 views
3 citations

Editorial

Published on 26 Nov 2024

Editorial: Reproducible analysis in neuroscience

Stavros I. Dimitriadis
Vignayanandam Ravindernath Muddapu
Roberto Guidotti

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1520012

1,340 views

Methods

Published on 20 Nov 2024

Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data

Gregor Mönke
Tim Schäfer
Mohsen Parto-Dezfouli
Diljit Singh Kajal
Stefan Fürtinger
Joscha Tapani Schmiedt
Pascal Fries

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1448161

1,968 views
1 citation

Original Research

Published on 19 Nov 2024

Enhancing human activity recognition for the elderly and individuals with disabilities through optimized Internet-of-Things and artificial intelligence integration with advanced neural networks

R. Deeptha
K. Ramkumar
Sri Venkateswaran
Mohammad Mehedi Hassan
Md. Rafiul Hassan
Farzan M. Noori
Md. Zia Uddin

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1454583

1,376 views
2 citations

Systematic Review

Published on 12 Nov 2024

Quantitative assessment of neurodevelopmental maturation: a comprehensive systematic literature review of artificial intelligence-based brain age prediction in pediatric populations

Eric Dragendorf
Eva Bültmann
Dominik Wolff

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1496143

1,783 views
1 citation

Original Research

Published on 30 Oct 2024

Spectral graph convolutional neural network for Alzheimer's disease diagnosis and multi-disease categorization from functional brain changes in magnetic resonance images

Hadeel Alharbi
Roben A. Juanatas
Abdullah Al Hejaili
Se-jung Lim

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1495571

1,879 views
1 citation

Original Research

Published on 23 Oct 2024

Fuzzy C-means clustering algorithm applied in computed tomography images of patients with intracranial hemorrhage

Lintao Zhang
Dewen Song
Huiying Qiu
Lin Ye
Zengliang Xu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1440304

1,179 views
1 citation

General Commentary

Published on 23 Oct 2024

Commentary: Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch

Hans Ekkehard Plesser

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1446620

1,035 views
1 citation

Original Research

Published on 16 Oct 2024

Early detection of mild cognitive impairment through neuropsychological tests in population screenings: a decision support system integrating ontologies and machine learning

Alba Gómez-Valadés
Rafael Martínez-Tomás
Sara García-Herranz
Atle Bjørnerud
Mariano Rincón

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1378281

1,051 views
1 citation

Original Research

Published on 08 Oct 2024

Research on ECG signal reconstruction based on improved weighted nuclear norm minimization and approximate message passing algorithm

Bing Zhang
Xishun Zhu
Fadia Ali Khan
Sajjad Shaukat Jamal
Alanoud Al Mazroa
Rab Nawaz

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1454244

1,035 views