volumes

Volume 19 - 2025

Original Research

Published on 21 Jan 2026

F2-CommNet: Fourier–Fractional neural networks with Lyapunov stability guarantees for hallucination-resistant community detection

Daozheng Qu
Yanfei Ma

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1731452

901 views

Data Report

Published on 16 Jan 2026

OASIS-SB: a sex-balanced, distribution-preserving, synthetic phenotypic dataset for bias-resilient clinical prediction

Naman Dhariwal

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1744217

1,477 views

Original Research

Published on 14 Jan 2026

Dynamic mode decomposition of resting-state fMRI revealing abnormal brain region features in schizophrenia

Yaning Wang
Yihong Wang
Xuying Xu
Xiaochuan Pan

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1742563

1,217 views

Original Research

Published on 12 Jan 2026

Computational modeling of resistance to hormone-mediated remission in childhood absence epilepsy

Maliha Ahmed
Sue Ann Campbell

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1733650

1,107 views

Original Research

Published on 09 Jan 2026

The impact of dynamic reversal potential on the evolution of action potential attributes during spike trains

Ahmed A. Aldohbeyb
Jozsef Vigh
Kevin L. Lear

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1740570

1,296 views

Opinion

Published on 08 Jan 2026

Bridging neuromorphic computing and deep learning for next-generation neural data interpretation

Manyun Zhang
Tianlei Wang
Zhiyuan Zhu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1737839

1,720 views

Original Research

Published on 30 Dec 2025

Transferable CNN-based data mining approaches for medical imaging: application to spine DXA scans for osteoporosis detection

Awad Bin Naeem
Onur Osman
Shtwai Alsubai
Nazife Çevik
Abdelhamid Taieb Zaidi
Amir Seyyedabbasi
Jawad Rasheed

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1712896

1,651 views

Original Research

Published on 16 Dec 2025

Fractal memory structure in the spatiotemporal learning rule

Takemori Orima
Ichiro Tsuda
Minoru Tsukada
Hiromichi Tsukada
Yoshihiko Horio

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1641519

1,664 views

Original Research

Published on 10 Dec 2025

State-dependent filtering as a mechanism toward visual robustness

Jing Yan
Yunxuan Feng
Wei P. Dai
Yaoyu Zhang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1699179

1,133 views

Original Research

Published on 09 Dec 2025

Neurocognition, cerebellar functions and psychiatric features in spinocerebellar ataxia type 34: a case series

Maurizio Cundari
Lena Kirchhoff
Susanna Vestberg
Danielle van Westen
Sigurd Dobloug
Karin Markenroth Bloch
Markus Nilsson
Linda Wennberg
Boel Hansson
Nikos Priovoulos

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1710961

1,750 views

Original Research

Published on 08 Dec 2025

GAME-Net: an ensemble deep learning framework integrating Generative Autoencoders and attention mechanisms for automated brain tumor segmentation in MRI

Ihtisham Ul Haq
Abid Iqbal
Muhammad Anas
Fahad Masood
Ali S. Alzahrani
Mohammed Al-Naeem

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1702902

1,133 views

Original Research

Published on 26 Nov 2025

A neural network model combining the successor representation and actor-critic methods reveals effective biological use of the representation

Takayuki Tsurumi
Kenji Morita

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1647462

1,196 views

Original Research

Published on 26 Nov 2025

Simplex polynomial in complex networks and its applications to compute the Euler characteristic

Zhaoyang Wang
Xianghui Fu
Bo Deng
Yang Chen
Haixing Zhao

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1685586

1,198 views

Perspective

Published on 24 Nov 2025

From generative AI to the brain: five takeaways

Claudius Gros

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1718778

1,616 views

Original Research

Published on 21 Nov 2025

Exploring internal representations of self-supervised networks: few-shot learning abilities and comparison with human semantics and recognition of objects

Asaki Kataoka
Yoshihiro Nagano
Masafumi Oizumi

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1613291

1,427 views
1 citation

Original Research

Published on 12 Nov 2025

A hierarchical Bayesian inference model for volatile multivariate exponentially distributed signals

Changbo Zhu
Ke Zhou
Fengzhen Tang
Yandong Tang
Xiaoli Li
Bailu Si

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1408836

1,254 views

Brief Research Report

Published on 12 Nov 2025

Common characteristics of variants linked to autism spectrum disorder in the WAVE regulatory complex

Song Xie
Ke Zuo
Silvia De Rubeis
Giorgio Bonollo
Giorgio Colombo
Paolo Ruggerone
Paolo Carloni

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1704350

1,394 views

Opinion

Published on 10 Nov 2025

Time delays in computational models of neuronal and synaptic dynamics

Mojtaba Madadi Asl

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1700144

2,533 views

Mini Review

Published on 07 Nov 2025

Triboelectric nanogenerators for neural data interpretation: bridging multi-sensing interfaces with neuromorphic and deep learning paradigms

Lingli Gan
Shuqin Yuan
Min Guo
Qian Wang
Zongfang Deng
Bin Jia

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1691017

1,623 views
1 citation

Original Research

Published on 07 Nov 2025

Neural heterogeneity as a unifying mechanism for efficient learning in spiking neural networks

Fudong Zhang
Jingjing Cui

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1661070

1,770 views

Original Research

Published on 05 Nov 2025

Interleaving cortex-analog mixing improves deep non-negative matrix factorization networks

Mahbod Nouri
David Rotermund
Alberto Garcia-Ortiz
Klaus R. Pawelzik

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1692418

1,338 views

Volume 20 - 2026

Original Research

Accepted on 16 Jan 2026

Mechanistic Explanation of Neuroplasticity Using Equivalent Circuits

Martin N. P. Nilsson

Frontiers in Computational Neuroscience

214 views

Original Research

Accepted on 14 Jan 2026

Extracellular Stimulation and Ephaptic Coupling of Neurons in a Fully Coupled Finite Element-Based Extracellular–Membrane–Intracellular (EMI) Model

Karoline Horgmo Jæger
Aslak Tveito

Frontiers in Computational Neuroscience

213 views

Hypothesis and Theory

Accepted on 06 Jan 2026

The Goo That Binds Us: How Field Resonance Solves Neuroscience's Binding and Criticality Problems

Tam Hunt

Frontiers in Computational Neuroscience

311 views