Frontiers in Computational Neuroscience

Brief Research Report

Published on 22 Oct 2025

Sudden restructuring of memory representations in recurrent neural networks with repeated stimulus presentations

Jonathon R. Howlett

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1601641

193 views

Original Research

Published on 21 Oct 2025

An AI methodology to reduce training intensity, error rates, and size of neural networks

Thaddeus J. A. Kobylarz

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1628115

1,047 views

Original Research

Accepted on 17 Oct 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

Original Research

Published on 17 Oct 2025

Advancing epileptic seizure recognition through bidirectional LSTM networks

Sanaa Al-Marzouki

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1668358

856 views

Original Research

Published on 17 Oct 2025

Using noise to distinguish between system and observer effects in multimodal neuroimaging

Erik D. Fagerholm
Hirokazu Tanaka
Gregory Scott
Robert Leech
Federico E. Turkheimer
Peter Zeidman
Karl J. Friston
Milan Brázdil

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1693279

643 views

Original Research

Published on 16 Oct 2025

Modeling cognition through adaptive neural synchronization: a multimodal framework using EEG, fMRI, and reinforcement learning

Rashad Hall
Maury Jackson
Maryam Maleki
Horace T. Crogman

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1616472

1,481 views

Original Research

Published on 16 Oct 2025

Neuron synchronization analyzed through spatial-temporal attention

Haoming Yang
Pramod KC
Panyu Chen
Hong Lei
Simon Sponberg
Vahid Tarokh
Jeffrey A. Riffell

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1655462

1,090 views

Original Research

Accepted on 14 Oct 2025

A hierarchical Bayesian inference model for volatile multivariate exponentially distributed signals

Zhu Changbo
Ke Zhou
Fengzhen Tang
Yandong Tang
Bailu Si

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1408836

312 views

Original Research

Published on 10 Oct 2025

CRISP: a correlation-filtered recursive feature elimination and integration of SMOTE pipeline for gait-based Parkinson’s disease screening

Namra Afzal
Javaid Iqbal
Asim Waris
Muhammad Jawad Khan
Fawwaz Hazzazi
Hasnain Ali
Muhammad Adeel Ijaz
Syed Omer Gilani

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1660963

2,110 views

Original Research

Accepted on 06 Oct 2025

Multiscale Intracranial EEG Dynamics Across Sleep–Wake States: Toward Memory-Related Processing

Juan Tenti
Monserrat Pallares Di Nunzio
Marisa Bab
Osvaldo Anibal Rosso
Fernando Montani
Marcelo Jose Fabian Arlego

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1618191

168 views

Original Research

Accepted on 02 Oct 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

228 views

Original Research

Published on 29 Sep 2025

Circuit-level modeling of prediction error computation of multi-dimensional features in voluntary actions

Yishuang Huang
Yiling Li

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1551555

1,942 views

Review

Accepted on 28 Sep 2025

Universal Differential Equations as a Unifying Modeling Language for Neuroscience

Ahmed ELGazzar
Marcel van Gerven

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1677930

476 views

Original Research

Published on 18 Sep 2025

Effects of AC induced electric fields on neuronal firing sensitivity and activity patterns

Chunhua Yuan
Rupei Chen
Xiangyu Li
Yueyang Zhao

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1612314

1,785 views

Original Research

Published on 18 Sep 2025

Intrinsic calcium resonance and its modulation: insights from computational modeling

Rahul Kumar Rathour
Hanoch Kaphzan

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1669841

1,714 views

Editorial

Published on 16 Sep 2025

Editorial: Advancements in smart diagnostics for understanding neurological behaviors and biosensing applications

Saad Arif
Muhammad Zia ur Rehman
Zohaib Mushtaq

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1693327

1,534 views