Frontiers in Computational Neuroscience

Original Research

Published on 06 Feb 2026

Relative timing and coupling of neural population bursts in large-scale recordings from multiple neuron populations

Motolani Olarinre
Joshua H. Siegle
Robert E. Kass

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1715136

478 views

Original Research

Published on 03 Feb 2026

EPIC-NET: EEG-based epilepsy classification and brain localization using Optuna wave-gated recurrent unit network

R. Manjupriya
A. Anny Leema

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1725924

1,110 views

Methods

Published on 02 Feb 2026

Arbor-TVB: a novel multi-scale co-simulation framework with a case study on neural-level seizure generation and whole-brain propagation

Thorsten Hater
Juliette Courson
Han Lu
Sandra Diaz-Pier
Thanos Manos

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1731161

1,050 views

Original Research

Published on 29 Jan 2026

MS-DASPNet: Multiple Sclerosis lesion segmentation from brain MRI using dual attention and spatial pyramid pooling with transfer learning

Shikha Jain
Navin Rajpal
Pramod Kumar Soni

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1713766

981 views

Hypothesis and Theory

Published on 27 Jan 2026

An entropic explanation of insistence on sameness in autism

Przemysław Śliwiński

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1714428

1,418 views

Original Research

Published on 23 Jan 2026

Measurement effects on critical scaling in neural systems

M. Shane Li
Benyuan Liu
Keith W. van Antwerp
Eslam Abdelaleem
Audrey J. Sederberg

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1724190

1,326 views

Original Research

Published on 21 Jan 2026

Towards robust probabilistic maps in Deep Brain Stimulation: exploring the impact of patient number, stimulation counts, and statistical approaches

Vittoria Bucciarelli
Dorian Vogel
Karin Wårdell
Jérôme Coste
Patric Blomstedt
Jean-Jacques Lemaire
Raphael Guzman
Simone Hemm
Teresa Nordin

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1699192

1,254 views

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

964 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

1,541 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

1,256 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

1,149 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

1,336 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

1,750 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

1,697 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

1,700 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

1,149 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

1,792 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

1,158 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

1,239 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

1,225 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

1,644 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

1,485 views
1 citation

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

1,431 views

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

1,267 views

108 Publications

volumes

Relative timing and coupling of neural population bursts in large-scale recordings from multiple neuron populations

EPIC-NET: EEG-based epilepsy classification and brain localization using Optuna wave-gated recurrent unit network

Arbor-TVB: a novel multi-scale co-simulation framework with a case study on neural-level seizure generation and whole-brain propagation

MS-DASPNet: Multiple Sclerosis lesion segmentation from brain MRI using dual attention and spatial pyramid pooling with transfer learning

An entropic explanation of insistence on sameness in autism

Measurement effects on critical scaling in neural systems

Towards robust probabilistic maps in Deep Brain Stimulation: exploring the impact of patient number, stimulation counts, and statistical approaches

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

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

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

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

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

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

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

Fractal memory structure in the spatiotemporal learning rule

State-dependent filtering as a mechanism toward visual robustness

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

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

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

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

From generative AI to the brain: five takeaways

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

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

A hierarchical Bayesian inference model for volatile multivariate exponentially distributed signals