Frontiers in Computational Neuroscience

Original Research

Published on 22 Jan 2025

Automated karyogram analysis for early detection of genetic and neurodegenerative disorders: a hybrid machine learning approach

Sumaira Tabassum
M. Jawad Khan
Javaid Iqbal
Asim Waris
M. Adeel Ijaz

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1525895

3,990 views
1 citation

Original Research

Published on 15 Jan 2025

Global remapping emerges as the mechanism for renewal of context-dependent behavior in a reinforcement learning model

David Kappel
Sen Cheng

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1462110

2,301 views
1 citation

Opinion

Published on 09 Jan 2025

How to be an integrated information theorist without losing your body

Ignacio Cea
Camilo Miguel Signorelli

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1510066

6,172 views
1 citation

Perspective

Published on 08 Jan 2025

Memory consolidation from a reinforcement learning perspective

Jong Won Lee
Min Whan Jung

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1538741

9,909 views
3 citations

Original Research

Published on 08 Jan 2025

Multimodal consumer choice prediction using EEG signals and eye tracking

Syed Muhammad Usman
Shehzad Khalid
Aimen Tanveer
Ali Shariq Imran
Muhammad Zubair

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1516440

6,545 views
8 citations

Editorial

Published on 07 Jan 2025

Editorial: 15 years of frontiers in computational neuroscience - computational perception and cognition

Nicolangelo Iannella

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1531155

1,640 views

Editorial

Published on 06 Jan 2025

Editorial: Advances in computer science and their impact on data acquisition and analysis in neuroscience

Peter Koulen
Amirfarhang Mehdizadeh
Mei-Ling Shyu
Chengcui Zhang
Shu-Ching Chen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1537106

1,872 views

Brief Research Report

Published on 20 Dec 2024

Learning delays through gradients and structure: emergence of spatiotemporal patterns in spiking neural networks

Balázs Mészáros
James C. Knight
Thomas Nowotny

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1460309

2,200 views
2 citations

Editorial

Published on 19 Dec 2024

Editorial: Deep learning and neuroimage processing in understanding neurological diseases

Joana Carvalho
Ali Abdollahzadeh
Ricardo José Ferrari

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1523973

1,547 views
1 citation

Original Research

Published on 18 Dec 2024

Alleviating the medical strain: a triage method via cross-domain text classification

Xiao Xiao
Shuqin Wang
Feng Jiang
Tingyue Qi
Wei Wang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1468519

1,870 views

Original Research

Published on 18 Dec 2024

Multimodal sleep staging network based on obstructive sleep apnea

Jingxin Fan
Mingfu Zhao
Li Huang
Bin Tang
Lurui Wang
Zhong He
Xiaoling Peng

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1505746

3,276 views

Original Research

Published on 16 Dec 2024

Research on adverse event classification algorithm of da Vinci surgical robot based on Bert-BiLSTM model

Tianchun Li
Wanting Zhu
Wenke Xia
Li Wang
Weiqi Li
Peiming Zhang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1476164

1,951 views
2 citations

Original Research

Published on 11 Dec 2024

FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model

In-seop Na
Asma Aldrees
Abeer Hakeem
Linda Mohaisen
Muhammad Umer
Dina Abdulaziz AlHammadi
Shtwai Alsubai
Nisreen Innab
Imran Ashraf

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1485121

4,267 views
6 citations

Original Research

Published on 11 Dec 2024

Learning dynamic cognitive map with autonomous navigation

Daria de Tinguy
Tim Verbelen
Bart Dhoedt

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1498160

3,140 views
2 citations

Editorial

Published on 09 Dec 2024

Editorial: Symmetry as a guiding principle in artificial and brain neural networks, volume II

Fabio Anselmi
Ankit B. Patel

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1527725

1,184 views
1 citation

Original Research

Published on 06 Dec 2024

A framework for optimal control of oscillations and synchrony applied to non-linear models of neural population dynamics

Lena Salfenmoser
Klaus Obermayer

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1483100

2,192 views
1 citation

Original Research

Published on 26 Nov 2024

Spike-HAR++: an energy-efficient and lightweight parallel spiking transformer for event-based human action recognition

Xinxu Lin
Mingxuan Liu
Hong Chen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1508297

2,952 views
2 citations

Original Research

Published on 20 Nov 2024

Model of the HVC neural network as a song motor in zebra finch

Pan Xia
Henry D. I. Abarbanel

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1417558

2,395 views

Original Research

Published on 19 Nov 2024

A novel method for optimizing epilepsy detection features through multi-domain feature fusion and selection

Guanqing Kong
Shuang Ma
Wei Zhao
Haifeng Wang
Qingxi Fu
Jiuru Wang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1416838

2,698 views
5 citations

Brief Research Report

Published on 15 Nov 2024

Modeling functional connectivity changes during an auditory language task using line graph neural networks

Stein Acker
Jinqing Liang
Ninet Sinaii
Kristen Wingert
Atsuko Kurosu
Sunder Rajan
Sara Inati
William H. Theodore
Nadia Biassou

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1471229

2,841 views

Original Research

Published on 13 Nov 2024

Sex differences in brain MRI using deep learning toward fairer healthcare outcomes

Mahsa Dibaji
Johanna Ospel
Roberto Souza
Mariana Bento

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1452457

4,251 views
6 citations

Editorial

Published on 08 Nov 2024

Editorial: Computational modeling and machine learning methods in neurodevelopment and neurodegeneration: from basic research to clinical applications

Noemi Montobbio
Roberto Maffulli
Anees Abrol
Pablo Martínez-Cañada

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1514220

2,359 views
2 citations

Original Research

Published on 06 Nov 2024

Simulated synapse loss induces depression-like behaviors in deep reinforcement learning

Eric Chalmers
Santina Duarte
Xena Al-Hejji
Daniel Devoe
Aaron Gruber
Robert J. McDonald

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1466364

2,906 views

Review

Published on 31 Oct 2024

Systematic review of cognitive impairment in drivers through mental workload using physiological measures of heart rate variability

Mansoor S. Raza
Mohsin Murtaza
Chi-Tsun Cheng
Muhana M. A. Muslam
Bader M. Albahlal

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1475530

3,729 views
3 citations

120 Publications

volumes

Automated karyogram analysis for early detection of genetic and neurodegenerative disorders: a hybrid machine learning approach

Global remapping emerges as the mechanism for renewal of context-dependent behavior in a reinforcement learning model

How to be an integrated information theorist without losing your body

Memory consolidation from a reinforcement learning perspective

Multimodal consumer choice prediction using EEG signals and eye tracking

Editorial: 15 years of frontiers in computational neuroscience - computational perception and cognition

Editorial: Advances in computer science and their impact on data acquisition and analysis in neuroscience

Learning delays through gradients and structure: emergence of spatiotemporal patterns in spiking neural networks

Editorial: Deep learning and neuroimage processing in understanding neurological diseases

Alleviating the medical strain: a triage method via cross-domain text classification

Multimodal sleep staging network based on obstructive sleep apnea

Research on adverse event classification algorithm of da Vinci surgical robot based on Bert-BiLSTM model

FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model

Learning dynamic cognitive map with autonomous navigation

Editorial: Symmetry as a guiding principle in artificial and brain neural networks, volume II

A framework for optimal control of oscillations and synchrony applied to non-linear models of neural population dynamics

Spike-HAR++: an energy-efficient and lightweight parallel spiking transformer for event-based human action recognition

Model of the HVC neural network as a song motor in zebra finch

A novel method for optimizing epilepsy detection features through multi-domain feature fusion and selection

Modeling functional connectivity changes during an auditory language task using line graph neural networks

Sex differences in brain MRI using deep learning toward fairer healthcare outcomes

Editorial: Computational modeling and machine learning methods in neurodevelopment and neurodegeneration: from basic research to clinical applications

Simulated synapse loss induces depression-like behaviors in deep reinforcement learning

Systematic review of cognitive impairment in drivers through mental workload using physiological measures of heart rate variability