Frontiers in Computational Neuroscience

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

326 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

373 views

Original Research

Accepted on 24 Nov 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
Nikolaos Priovoulos

Frontiers in Computational Neuroscience

292 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

379 views

Original Research

Accepted on 21 Nov 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

107 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

664 views

Original Research

Accepted on 20 Nov 2025

State-dependent Filtering as a Mechanism towards Visual Robustness

Jing Yan
Yunxuan Feng
Wei P Dai
Yaoyu Zhang

Frontiers in Computational Neuroscience

102 views

Original Research

Accepted on 17 Nov 2025

Fractal memory structure in the spatiotemporal learning rule

Takemori Orima
Ichiro Tsuda
Minoru Tsukada
Hiromichi Tsukada
Yoshihiko Horio

Frontiers in Computational Neuroscience

139 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

621 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

639 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

1,103 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

805 views

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

1,039 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

685 views

Review

Published on 30 Oct 2025

Universal differential equations as a unifying modeling language for neuroscience

Ahmed El-Gazzar
Marcel van Gerven

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1677930

1,781 views

Original Research

Published on 24 Oct 2025

Multiscale intracranial EEG dynamics across sleep–wake states: toward memory-related processing

Juan M. Tenti
Monserrat Pallares Di Nunzio
Marisa A. Bab
Osvaldo Anibal Rosso
Fernando Montani
Marcelo J. F. Arlego

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1618191

1,003 views

2,053 Publications

Volume 19 - 2025

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

Neurocognition, Cerebellar Functions and Psychiatric Features in Spinocerebellar Ataxia Type 34: a case series

From generative AI to the brain: five takeaways

GAME-Net: An Ensemble Deep Learning Framework Integrating Generative Autoencoders and Attention Mechanisms for Automated Brain Tumor Segmentation in MRI

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

State-dependent Filtering as a Mechanism towards Visual Robustness

Fractal memory structure in the spatiotemporal learning rule

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

Time delays in computational models of neuronal and synaptic dynamics

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

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

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

Universal differential equations as a unifying modeling language for neuroscience

Multiscale intracranial EEG dynamics across sleep–wake states: toward memory-related processing