Frontiers in Computational Neuroscience

Original Research

Published on 16 Apr 2025

Decentralized EEG-based detection of major depressive disorder via transformer architectures and split learning

Muhammad Umair
Jawad Ahmad
Nada Alasbali
Oumaima Saidani
Muhammad Hanif
Aizaz Ahmad Khattak
Muhammad Shahbaz Khan

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1569828

361 views

Original Research

Accepted on 08 Apr 2025

Intelligent rehabilitation in an aging population: Empowering human-machine interaction for hand function rehabilitation through 3D deep learning and point cloud

Zhizhong Xing
Zhijun Meng
Gengfeng Zheng
Guolan Ma
Lin Yang
Xiaojun Guo
Li Tan
Yuanqiu Jiang
Huidong Wu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1543643

122 views

Brief Research Report

Accepted on 08 Apr 2025

Computational Analysis of Learning in Young and Ageing Brains

Jayani Hewavitharana
Kathleen Steinhofel
Peter K. Giese
Carolina M. Ierardi
Amida Anand

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1565660

Original Research

Accepted on 08 Apr 2025

Synaptic plasticity facilitates oscillations in a V1 cortical column model with multiple interneuron types

Giulia Moreni
Licheng Zou
Cyriel Pennartz
Jorge F Mejias

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1568143

142 views

Editorial

Published on 08 Apr 2025

Editorial: Hippocampal function and reinforcement learning

Arij Daou
Hyunsu Lee

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1595369

265 views

Original Research

Published on 08 Apr 2025

TourismNeuro xLSTM: neuro-inspired xLSTM for rural tourism planning and innovation

Jing Jiang
You Li

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1495313

397 views

Hypothesis and Theory

Published on 01 Apr 2025

Further N-Frame networking dynamics of conscious observer-self agents via a functional contextual interface: predictive coding, double-slit quantum mechanical experiment, and decision-making fallacy modeling as applied to the measurement problem in humans and AI

Darren J. Edwards

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1551960

1,584 views

Original Research

Accepted on 31 Mar 2025

Engineered biological neuronal networks as basic logic operators

Joël Küchler
Katarina Vulic
Haotian Yao
Christian Valmaggia
Stephan J. Ihle
Sean Weaver
Janos Vörös

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1559936

Original Research

Published on 27 Mar 2025

Prefrontal meta-control incorporating mental simulation enhances the adaptivity of reinforcement learning agents in dynamic environments

JiHun Kim
Jee Hang Lee

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1559915

587 views

Original Research

Published on 26 Mar 2025

NeuroFusionNet: cross-modal modeling from brain activity to visual understanding

Kehan Lang
Jianwei Fang
Guangyao Su

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1545971

556 views

Original Research

Published on 12 Mar 2025

AD-Diff: enhancing Alzheimer's disease prediction accuracy through multimodal fusion

Lei Han

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1484540

722 views

Brief Research Report

Published on 12 Mar 2025

Exploring the neural basis of creativity: EEG analysis of power spectrum and functional connectivity during creative tasks in school-aged children

Gabriela Krumm
Vanessa Arán Filippetti
Magaly Catanzariti
Diego M. Mateos

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1548620

663 views

Editorial

Published on 11 Mar 2025

Editorial: Computational intelligence for signal and image processing, volume II

Deepika Koundal
Jussi Tohka

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1581047

607 views

Editorial

Published on 04 Mar 2025

Editorial: Brain-inspired intelligence: the deep integration of brain science and artificial intelligence

Ye Yuan
Xi Chen
Jian Liu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1553207

945 views

Original Research

Published on 04 Mar 2025

Estimation of ionic currents and compensation mechanisms from recursive piecewise assimilation of electrophysiological data

Stephen A. Wells
Paul G. Morris
Joseph D. Taylor
Alain Nogaret

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1458878

742 views

Original Research

Published on 25 Feb 2025

A new method for identifying and evaluating depressive disorders in young people based on cognitive neurocomputing: an exploratory study

Jiakang Liu
Kai Li
Shuwu Li
Shangjun Liu
Chen Wang
Shouqiang Huang
Yuting Tu
Bo Wang
Pengpeng Zhang
Yuntian Luo

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1555416

675 views