Frontiers in Computational Neuroscience

Original Research

Published on 18 Aug 2025

Privacy–preserving dementia classification from EEG via hybrid–fusion EEGNetv4 and federated learning

Muhammad Umair
Muhammad Shahbaz Khan
Muhammad Hanif
Wad Ghaban
Ibtehal Nafea
Sultan Noman Qasem
Faisal Saeed

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1617883

3,850 views
2 citations

Methods

Published on 13 Aug 2025

Maximum likelihood estimation of spatially dependent interactions in large populations of cortical neurons

Camille Godin
J. P. Thivierge

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1639829

1,896 views

Opinion

Published on 13 Aug 2025

The improved thalamo-cortical spiking network model of deep brain stimulation

AmirAli Farokhniaee
Siavash Amiri

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1662598

1,829 views
1 citation

Hypothesis and Theory

Published on 13 Aug 2025

Super special relativity

Nicholas Jordan Wagter

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1597914

2,871 views

Editorial

Published on 12 Aug 2025

Editorial: Cardio-respiratory-brain integrative physiology: interactions, mechanisms, and methods for assessment

Tijana Bojić
Luca Faes
Steffen Schulz
Tomislav Stankovski

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1664088

1,996 views

Editorial

Published on 06 Aug 2025

Editorial: Interdisciplinary synergies in neuroinformatics, cognitive computing, and computational neuroscience

Nabamita Deb
Zardad Khan
Muhammad Sulaiman
Maharani Abu Bakar

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1657167

1,602 views

Original Research

Published on 01 Aug 2025

Dentate gyrus granule cell activation following extracellular electrical stimulation: a multi-scale computational model to guide hippocampal neurostimulation strategies

Shayan Farzad
Tianyuan Wei
Jean-Marie C. Bouteiller
Gianluca Lazzi

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1638002

2,321 views

Perspective

Published on 31 Jul 2025

Exploring subthreshold processing for next-generation TinyAI

Farid Nakhle
Antoine H. Harfouche
Hani Karam
Vasileios Tserolas

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1638782

2,837 views

Original Research

Published on 29 Jul 2025

Computational modelling reveals neurobiological contributions to static and dynamic functional connectivity patterns

Linnea Hoheisel
Hannah Hacker
Gereon R Fink
Silvia Daun
Joseph Kambeitz

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1525785

2,174 views

Brief Research Report

Published on 22 Jul 2025

Resource-dependent heterosynaptic spike-timing-dependent plasticity in recurrent networks with and without synaptic degeneration

James Humble

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1593837

2,362 views

Original Research

Published on 22 Jul 2025

The role of IP3 receptors and SERCA pumps in restoring working memory under amyloid β induced Alzheimer's disease: a modeling study

Ziyi Huang
Lei Wang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1643547

2,160 views

Original Research

Published on 17 Jul 2025

Neural correspondence to spectrum of environmental uncertainty in multiple-cue probability judgment system with time delay

Yoo-Sang Chang
Younho Seong
Sun Yi

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1595278

1,499 views

Original Research

Published on 16 Jul 2025

ModFus-PD: synergizing cross-modal attention and contrastive learning for enhanced multimodal diagnosis of Parkinson’s disease

Xiangze Teng
Xiang Li
Benzheng Wei

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1604399

2,692 views
2 citations

Methods

Published on 16 Jul 2025

System-level brain modeling

Birger Johansson
Trond A. Tjøstheim
Christian Balkenius

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1607239

2,838 views

Original Research

Published on 16 Jul 2025

The cognitive impacts of large language model interactions on problem solving and decision making using EEG analysis

Ting Jiang
Jihua Wu
Stephen C. H. Leung

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1556483

11,156 views
7 citations

Original Research

Published on 10 Jul 2025

Analytical computation for segmentation and classification of lumbar vertebral fractures

Roseline Nyange
Hemachandran Kannan
Channabasava Chola
Saurabh Singh
Jaejeung Kim
Anil Audumbar Pise

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1536441

2,267 views
1 citation

Original Research

Published on 09 Jul 2025

DTCNet: finger flexion decoding with three-dimensional ECoG data

Fufeng Wang
Zihe Luo
Wei Lv
XiaoLin Zhu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1627819

2,198 views
1 citation

Hypothesis and Theory

Published on 02 Jul 2025

Survey of temporal coding of sensory information

Peter Cariani
Janet M. Baker

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1571109

5,493 views
4 citations

Original Research

Published on 02 Jul 2025

Modeling autonomous shifts between focus state and mind-wandering using a predictive-coding-inspired variational recurrent neural network

Henrique Oyama
Takazumi Matsumoto
Jun Tani

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1578135

2,571 views
1 citation

Original Research

Published on 19 Jun 2025

Generalizing location-centric variations to enhance contactless human activity recognition

Fawad Khan
Syed Yaseen Shah
Jawad Ahmad
Alanoud Al Mazroa
Adnan Zahid
Muhammed Ilyas
Qammer Hussain Abbasi
Syed Aziz Shah

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1612928

1,893 views

Original Research

Published on 16 Jun 2025

Analysis of argument structure constructions in a deep recurrent language model

Pegah Ramezani
Achim Schilling
Patrick Krauss

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1474860

2,268 views

Original Research

Published on 16 Jun 2025

CNN-BiLSTM and DC-IGN fusion model and piecewise exponential attenuation optimization: an innovative approach to improve EEG emotion recognition performance

Shaohua Zhang
Yan Feng
Ruzhen Chen
Song Huang
Qianchu Wang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1589247

1,799 views

Original Research

Published on 13 Jun 2025

Reductionist modeling of calcium-dependent dynamics in recurrent neural networks

Mustafa Zeki
Tamer Dag

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1565552

1,727 views

Original Research

Published on 09 Jun 2025

Multi-atlas ensemble graph neural network model for major depressive disorder detection using functional MRI data

Nojod M. Alotaibi
Areej M. Alhothali
Manar S. Ali

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1537284

3,202 views
1 citation

2,089 Publications

volumes

Volume 19 - 2025

Privacy–preserving dementia classification from EEG via hybrid–fusion EEGNetv4 and federated learning

Maximum likelihood estimation of spatially dependent interactions in large populations of cortical neurons

The improved thalamo-cortical spiking network model of deep brain stimulation

Super special relativity

Editorial: Cardio-respiratory-brain integrative physiology: interactions, mechanisms, and methods for assessment

Editorial: Interdisciplinary synergies in neuroinformatics, cognitive computing, and computational neuroscience

Dentate gyrus granule cell activation following extracellular electrical stimulation: a multi-scale computational model to guide hippocampal neurostimulation strategies

Exploring subthreshold processing for next-generation TinyAI

Computational modelling reveals neurobiological contributions to static and dynamic functional connectivity patterns

Resource-dependent heterosynaptic spike-timing-dependent plasticity in recurrent networks with and without synaptic degeneration

The role of IP3 receptors and SERCA pumps in restoring working memory under amyloid β induced Alzheimer's disease: a modeling study

Neural correspondence to spectrum of environmental uncertainty in multiple-cue probability judgment system with time delay

ModFus-PD: synergizing cross-modal attention and contrastive learning for enhanced multimodal diagnosis of Parkinson’s disease

System-level brain modeling

The cognitive impacts of large language model interactions on problem solving and decision making using EEG analysis

Analytical computation for segmentation and classification of lumbar vertebral fractures

DTCNet: finger flexion decoding with three-dimensional ECoG data

Survey of temporal coding of sensory information

Modeling autonomous shifts between focus state and mind-wandering using a predictive-coding-inspired variational recurrent neural network

Generalizing location-centric variations to enhance contactless human activity recognition

Analysis of argument structure constructions in a deep recurrent language model

CNN-BiLSTM and DC-IGN fusion model and piecewise exponential attenuation optimization: an innovative approach to improve EEG emotion recognition performance

Reductionist modeling of calcium-dependent dynamics in recurrent neural networks

Multi-atlas ensemble graph neural network model for major depressive disorder detection using functional MRI data