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

322 views

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

332 views

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

369 views

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

906 views

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

523 views

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

320 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

497 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

454 views

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

365 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

536 views

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

336 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

395 views

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

613 views

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

444 views

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

292 views

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

667 views

Navigation group

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

Multimodal sleep staging network based on obstructive sleep apnea

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

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