Frontiers in Computational Neuroscience

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

656 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

974 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

730 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

421 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

873 views

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

877 views

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

845 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

889 views
1 citation

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

1,285 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

1,540 views

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

1,012 views
1 citation

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

1,363 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

1,377 views

Original Research

Published on 30 Oct 2024

Facial emotion recognition using deep quantum and advanced transfer learning mechanism

Shtwai Alsubai
Abdullah Alqahtani
Abed Alanazi
Mohemmed Sha
Abdu Gumaei

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1435956

1,493 views

Original Research

Published on 24 Oct 2024

BrainNet: an automated approach for brain stress prediction utilizing electrodermal activity signal with XLNet model

Liao Xuanzhi
Abeer Hakeem
Linda Mohaisen
Muhammad Umer
Muhammad Attique Khan
Shrooq Alsenan
Shtwai Alsubai
Nisreen Innab

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1482994

943 views
1 citation

Original Research

Published on 23 Oct 2024

Latent dynamics of primary sensory cortical population activity structured by fluctuations in the local field potential

Audrey Sederberg
Aurélie Pala
Garrett B. Stanley

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1445621

876 views

Navigation group

Articles

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

Facial emotion recognition using deep quantum and advanced transfer learning mechanism

BrainNet: an automated approach for brain stress prediction utilizing electrodermal activity signal with XLNet model

Latent dynamics of primary sensory cortical population activity structured by fluctuations in the local field potential