Frontiers in Computational Neuroscience

Original Research

Published on 13 May 2026

Explainable hybrid CNN-transformer with self-supervised learning for structural analysis of paranasal sinus CT

Najeeb Ullah
Shabbab Ali Algamdi
Tariq Sadad

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1778260

378 views

Hypothesis and Theory

Published on 13 May 2026

Coherent-resonant netting: disorder-enhanced selectivity from transient wave-like dynamics on biological connectomes

Oleg Dolgikh

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1813959

273 views

Editorial

Accepted on 12 May 2026

Editorial: Cerebellar computations across the lifespan

Marlies Oostland
Jessica L Verpeut

Frontiers in Computational Neuroscience

Original Research

Accepted on 11 May 2026

Towards model-guided electrophysiology — encoding of chirps in the electrosensory periphery of Apteronotus leptorhynchus

Alexandra Barayeu
Jan Benda
Jan Grewe

Frontiers in Computational Neuroscience

Original Research

Published on 11 May 2026

A predictive map learned from diverse entorhinal inputs explains the role of context-dependent reorganization of hippocampal place cells

Yusuke Kuniyoshi
Tadashi Yamazaki

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1780000

434 views

Systematic Review

Published on 08 May 2026

Computational predictive processing models of consciousness: a systematic review of non-invasive brain signal analysis in disorders of consciousness

Sophie Adama
Martin Bogdan

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1797090

577 views

Original Research

Published on 08 May 2026

Feature fusion and WOA-GWO optimization for Alzheimer’s disease detection with sparse EEG channels

Ruofan Wang
Jitong Wang
Jiaxuan Cai
Siqian Wang
Zixuan Bai
Yanqiu Che

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1835802

339 views

Mini Review

Published on 07 May 2026

A brief history of dopamine prediction errors

Biru B. Dudhabhate
Kauê M. Costa

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1825622

934 views

Original Research

Accepted on 05 May 2026

Binarized Neural Networks Converge Toward Algorithmic Simplicity: Empirical Support for the Learning-as-Compression Hypothesis

Eduardo Yuji Sakabe
Felipe Abrahão
Alexandre da Silva Simões
Esther Colombini
Paula Costa
Ricardo Gudwin
Hector Zenil

Frontiers in Computational Neuroscience

193 views

Conceptual Analysis

Accepted on 05 May 2026

New Directions for Complex Systems in Contemporary Neuroscience: A Morphodynamic and Emergent Function Approach

Enver M Oruro
Grace Pardo
Alberto A. Rasia-Filho
Norberto Garcia-Cairasco

Frontiers in Computational Neuroscience

126 views

Hypothesis and Theory

Accepted on 05 May 2026

Temporal codes and recurrent timing nets for rhythmic expectancy

Peter Cariani
Janet MacIver Baker

Frontiers in Computational Neuroscience

116 views

Original Research

Published on 29 Apr 2026

Contralateral dominance emerges from geometric transformation in bilateral control systems

Nobuchika Yamaki
Tenna Churiki

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1839583

675 views

Original Research

Published on 29 Apr 2026

A novel image-based neuronal network model framework for understanding visual multistability and neurological disorders

Kaito N. Hikino
Marina Nakayama
Yihui Wu
Victor J. Barranca

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1793265

615 views

Original Research

Accepted on 27 Apr 2026

Study on the Cognitive Effects of Eye Movement Desensitization and Reprocessing: Proposed Active Mechanisms

Tammy Soliman
Matthew Heller
Samuel Girguis

Frontiers in Computational Neuroscience

318 views

Original Research

Published on 24 Apr 2026

Bridging modalities: a deep learning framework for brain tumor classification via CT-MRI integration and model fusion

Ahmad Almadhor
Shtwai Alsubai
Najib Ben Aoun
Abdullah Al Hejaili
Amina Salhi
Tahani Alsubait
Fares Hamad Aljahani

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1798561

731 views

Editorial

Accepted on 22 Apr 2026

Editorial: AI and Neuroscience—Integrating Knowledge, Reasoning, and Theory of Mind

Darren J Edwards
Bochao Zou
Rob Lowe
Andrew Owens

Frontiers in Computational Neuroscience

618 views

Original Research

Published on 22 Apr 2026

A critical analysis of MBTI-based personality profiling with large language models

Jean Marie Tshimula
René Manassé Galekwa
Belkacem Chikhaoui

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1800284

1,138 views

Original Research

Accepted on 21 Apr 2026

NMDA Receptor Kinetics Drive Distinct Routes to Chaotic Firing in Pyramidal Neurons

Mehdi Borjkhani
Hadi Borjkhani
Morteza A. Sharif
Fariba Bahrami
Mahyar Janahmadi

Frontiers in Computational Neuroscience

303 views

Original Research

Accepted on 20 Apr 2026

Attention Maps Reveal Stimulus-Dependent Retinal Population Codes

Francisco Miqueles
Adrian G Palacios
John Atkinson
Maria-Jose Escobar

Frontiers in Computational Neuroscience

334 views

Review

Published on 20 Apr 2026

Deterministic, stochastic, and mean-field PDE models in neuroscience

Coşkun Çetin
Jose Roberto Castilho Piqueira
Burhaneddin İzgi
Ayse Peker-Dobie
Semra Ahmetolan
Murat Özkaya

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1762692

819 views

General Commentary

Published on 13 Apr 2026

Commentary: Editorial: The convergence of AI, LLMs, and industry 4.0: enhancing BCI, HMI, and neuroscience research

Alessandro Rossi

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1810869

572 views

Original Research

Accepted on 10 Apr 2026

Golden Ratio Architecture of Human Neural Oscillations

Michael Lacy

Frontiers in Computational Neuroscience

533 views

Perspective

Published on 10 Apr 2026

Adaptation modulates effective connectivity and network stability

Thomas J. Richner
Martynas Dervinis
Brian Nils Lundstrom

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2026.1761735

907 views

Original Research

Accepted on 09 Apr 2026

NEURONpyxl: Fast, flexible, Python-integrated simulation of biophysical neural networks with complex plastic synapses

Uri Dickman
Peter J. Thomas
Hillel Chiel
John Byrne
Curtis L Neveu

Frontiers in Computational Neuroscience

370 views

2,129 articles

articles

Explainable hybrid CNN-transformer with self-supervised learning for structural analysis of paranasal sinus CT

Coherent-resonant netting: disorder-enhanced selectivity from transient wave-like dynamics on biological connectomes

Editorial: Cerebellar computations across the lifespan

Towards model-guided electrophysiology — encoding of chirps in the electrosensory periphery of Apteronotus leptorhynchus

A predictive map learned from diverse entorhinal inputs explains the role of context-dependent reorganization of hippocampal place cells

Computational predictive processing models of consciousness: a systematic review of non-invasive brain signal analysis in disorders of consciousness

Feature fusion and WOA-GWO optimization for Alzheimer’s disease detection with sparse EEG channels

A brief history of dopamine prediction errors

Binarized Neural Networks Converge Toward Algorithmic Simplicity: Empirical Support for the Learning-as-Compression Hypothesis

New Directions for Complex Systems in Contemporary Neuroscience: A Morphodynamic and Emergent Function Approach

Temporal codes and recurrent timing nets for rhythmic expectancy

Contralateral dominance emerges from geometric transformation in bilateral control systems

A novel image-based neuronal network model framework for understanding visual multistability and neurological disorders

Study on the Cognitive Effects of Eye Movement Desensitization and Reprocessing: Proposed Active Mechanisms

Bridging modalities: a deep learning framework for brain tumor classification via CT-MRI integration and model fusion

Editorial: AI and Neuroscience—Integrating Knowledge, Reasoning, and Theory of Mind

A critical analysis of MBTI-based personality profiling with large language models

NMDA Receptor Kinetics Drive Distinct Routes to Chaotic Firing in Pyramidal Neurons

Attention Maps Reveal Stimulus-Dependent Retinal Population Codes

Deterministic, stochastic, and mean-field PDE models in neuroscience

Commentary: Editorial: The convergence of AI, LLMs, and industry 4.0: enhancing BCI, HMI, and neuroscience research

Golden Ratio Architecture of Human Neural Oscillations

Adaptation modulates effective connectivity and network stability

NEURONpyxl: Fast, flexible, Python-integrated simulation of biophysical neural networks with complex plastic synapses