Frontiers in Computational Neuroscience

Original Research

Published on 05 Oct 2023

Analysis of abnormal posture in patients with Parkinson's disease using a computational model considering muscle tones

Yuichiro Omura
Hiroki Togo
Kohei Kaminishi
Tetsuya Hasegawa
Ryosuke Chiba
Arito Yozu
Kaoru Takakusaki
Mitsunari Abe
Yuji Takahashi
Takashi Hanakawa

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1218707

8,418 views
5 citations

Original Research

Published on 29 Sep 2023

Complexity-based graph convolutional neural network for epilepsy diagnosis in normal, acute, and chronic stages

Shiming Zheng
Xiaopei Zhang
Panpan Song
Yue Hu
Xi Gong
Xiaoling Peng

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1211096

5,447 views
3 citations

Editorial

Published on 27 Sep 2023

Editorial: Computational intelligence for signal and image processing

Deepika Koundal
Baiyuan Ding

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1284600

4,643 views
2 citations

Editorial

Published on 27 Sep 2023

Editorial: Temporal structure of neural processes coupling sensory, motor and cognitive functions of the brain, volume II

Daya Shankar Gupta
Arpan Banerjee
Federica Piras
Dipanjan Roy

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1291744

3,728 views

Original Research

Published on 25 Sep 2023

Local minimization of prediction errors drives learning of invariant object representations in a generative network model of visual perception

Matthias Brucklacher
Sander M. Bohté
Jorge F. Mejias
Cyriel M. A. Pennartz

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1207361

5,831 views
13 citations

Editorial

Published on 22 Sep 2023

Editorial: Perspectives in brain-network dynamics in computational psychiatry

Sou Nobukawa
Tetsuya Takahashi

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1290089

4,612 views
1 citation

Editorial

Published on 12 Sep 2023

Editorial: Advances in machine learning methods facilitating collaborative image-based decision making for neuroscience

Chengjia Wang
Heye Zhang
Georgios Papanastasiou
Guang Yang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1267489

4,932 views

Original Research

Published on 12 Sep 2023

Soft error mitigation and recovery of SRAM-based FPGAs using brain-inspired hybrid-grained scrubbing mechanism

Yu Xie
Tingting Qiao
Yizhuang Xie
He Chen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1268374

6,694 views
6 citations

Editorial

Published on 01 Sep 2023

Editorial: Deep neural network based decision-making interpretability

Guitao Cao
Ye Duan
Wenming Cao

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1276998

6,936 views
1 citation

Original Research

Published on 31 Aug 2023

Synchronization in simplicial complexes of memristive Rulkov neurons

Mahtab Mehrabbeik
Sajad Jafari
Matjaž Perc

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1248976

7,824 views
48 citations

Original Research

Published on 30 Aug 2023

An improved fused feature residual network for 3D point cloud data

Abubakar Sulaiman Gezawa
Chibiao Liu
Heming Jia
Y. A. Nanehkaran
Mubarak S. Almutairi
Haruna Chiroma

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1204445

6,864 views
3 citations

Editorial

Published on 29 Aug 2023

Editorial: Advanced deep learning approaches for medical neuroimaging data with limitation

Zhiri Tang
Ming Li
Ruihan Hu
Kapal Dev

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1272448

5,958 views

Original Research

Published on 24 Aug 2023

Smoking behavior detection algorithm based on YOLOv8-MNC

Zhong Wang
Lanfang Lei
Peibei Shi

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1243779

22,534 views
32 citations

Conceptual Analysis

Published on 24 Aug 2023

Exploring spiking neural networks: a comprehensive analysis of mathematical models and applications

Sanaullah
Shamini Koravuna
Ulrich Rückert
Thorsten Jungeblut

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1215824

21,634 views
33 citations

Original Research

Published on 17 Aug 2023

Towards best practice of interpreting deep learning models for EEG-based brain computer interfaces

Jian Cui
Liqiang Yuan
Zhaoxiang Wang
Ruilin Li
Tianzi Jiang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1232925

11,058 views
20 citations

Original Research

Published on 15 Aug 2023

Quantitative analysis of the optogenetic excitability of CA1 neurons

Ruben Schoeters
Thomas Tarnaud
Laila Weyn
Wout Joseph
Robrecht Raedt
Emmeric Tanghe

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1229715

8,329 views
5 citations

Original Research

Published on 09 Aug 2023

Excitatory/inhibitory balance emerges as a key factor for RBN performance, overriding attractor dynamics

Emmanuel Calvet
Jean Rouat
Bertrand Reulet

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1223258

7,464 views
2 citations

Original Research

Published on 08 Aug 2023

The effect of hearing impairment and social participation on depressive symptoms in older adults: a cross-lagged analysis

Hejun Zhao
Xinying Wang
Yuhao Shi

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1240587

13,019 views
14 citations

Original Research

Published on 04 Aug 2023

Evaluation of computed tomography images under deep learning in the diagnosis of severe pulmonary infection

Mao Ming
Na Lu
Wei Qian

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1115167

2,380 views

Editorial

Published on 31 Jul 2023

Editorial: Psychological and cognitive evaluation and intervention based on physiological and behavioral computing

Lin Shu
Matthieu Perreira Da Silva
Lulu Zhang
Chee-Kong Chui

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1249197

2,525 views

Methods

Published on 31 Jul 2023

Tutorial: using NEURON for neuromechanical simulations

Chris Fietkiewicz
Robert A. McDougal
David Corrales Marco
Hillel J. Chiel
Peter J. Thomas

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1143323

6,104 views
2 citations

Original Research

Published on 31 Jul 2023

The decoupling between hemodynamic parameters and neural activity implies a complex origin of spontaneous brain oscillations

Ming Li
Lihua He
Zhuo Zhang
Zhen Li
Xuan Zhu
Chong Jiao
Dewen Hu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1214793

3,692 views
3 citations

Original Research

Published on 27 Jul 2023

Prediction and analysis of time series data based on granular computing

Yushan Yin

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1192876

4,246 views
2 citations

Original Research

Published on 27 Jul 2023

Hyperscanning fNIRS data analysis using multiregression dynamic models: an illustration in a violin duo

Diego Carvalho do Nascimento
José Roberto Santos da Silva
Anderson Ara
João Ricardo Sato
Lilia Costa

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1132160

4,369 views
7 citations

2,087 articles

articles

Analysis of abnormal posture in patients with Parkinson's disease using a computational model considering muscle tones

Complexity-based graph convolutional neural network for epilepsy diagnosis in normal, acute, and chronic stages

Editorial: Computational intelligence for signal and image processing

Editorial: Temporal structure of neural processes coupling sensory, motor and cognitive functions of the brain, volume II

Local minimization of prediction errors drives learning of invariant object representations in a generative network model of visual perception

Editorial: Perspectives in brain-network dynamics in computational psychiatry

Editorial: Advances in machine learning methods facilitating collaborative image-based decision making for neuroscience

Soft error mitigation and recovery of SRAM-based FPGAs using brain-inspired hybrid-grained scrubbing mechanism

Editorial: Deep neural network based decision-making interpretability

Synchronization in simplicial complexes of memristive Rulkov neurons

An improved fused feature residual network for 3D point cloud data

Editorial: Advanced deep learning approaches for medical neuroimaging data with limitation

Smoking behavior detection algorithm based on YOLOv8-MNC

Exploring spiking neural networks: a comprehensive analysis of mathematical models and applications

Towards best practice of interpreting deep learning models for EEG-based brain computer interfaces

Quantitative analysis of the optogenetic excitability of CA1 neurons

Excitatory/inhibitory balance emerges as a key factor for RBN performance, overriding attractor dynamics

The effect of hearing impairment and social participation on depressive symptoms in older adults: a cross-lagged analysis

Evaluation of computed tomography images under deep learning in the diagnosis of severe pulmonary infection

Editorial: Psychological and cognitive evaluation and intervention based on physiological and behavioral computing

Tutorial: using NEURON for neuromechanical simulations

The decoupling between hemodynamic parameters and neural activity implies a complex origin of spontaneous brain oscillations

Prediction and analysis of time series data based on granular computing

Hyperscanning fNIRS data analysis using multiregression dynamic models: an illustration in a violin duo