Frontiers in Computational Neuroscience

Original Research

Published on 12 Jun 2024

Enhancing brain tumor classification in MRI scans with a multi-layer customized convolutional neural network approach

Eid Albalawi
Arastu Thakur
D. Ramya Dorai
Surbhi Bhatia Khan
T. R. Mahesh
Ahlam Almusharraf
Khursheed Aurangzeb
Muhammad Shahid Anwar

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1418546

3,607 views
6 citations

Original Research

Published on 12 Jun 2024

SS-DRPL: self-supervised deep representation pattern learning for voice-based Parkinson's disease detection

Tae Hoon Kim
Moez Krichen
Stephen Ojo
Gabriel Avelino Sampedro
Meznah A. Alamro

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1414462

1,323 views
1 citation

Original Research

Published on 06 Jun 2024

Pathological cell assembly dynamics in a striatal MSN network model

Astrid Correa
Adam Ponzi
Vladimir M. Calderón
Rosanna Migliore

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1410335

1,491 views

Original Research

Published on 30 May 2024

Synergy quality assessment of muscle modules for determining learning performance using a realistic musculoskeletal model

Akito Fukunishi
Kyo Kutsuzawa
Dai Owaki
Mitsuhiro Hayashibe

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1355855

1,389 views
1 citation

Brief Research Report

Published on 30 May 2024

DT-SCNN: dual-threshold spiking convolutional neural network with fewer operations and memory access for edge applications

Fuming Lei
Xu Yang
Jian Liu
Runjiang Dou
Nanjian Wu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1418115

1,431 views

Original Research

Published on 28 May 2024

Simulated dynamical transitions in a heterogeneous marmoset pFC cluster

Bernard A. Pailthorpe

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1398898

1,132 views

Original Research

Published on 22 May 2024

Multi-sequence generative adversarial network: better generation for enhanced magnetic resonance imaging images

Leizi Li
Jingchun Yu
Yijin Li
Jinbo Wei
Ruifang Fan
Dieen Wu
Yufeng Ye

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1365238

1,632 views

Original Research

Published on 22 May 2024

A mutual information measure of phase-amplitude coupling using gamma generalized linear models

Andrew S. Perley
Todd P. Coleman

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1392655

2,052 views

Original Research

Published on 16 May 2024

Information bottleneck-based Hebbian learning rule naturally ties working memory and synaptic updates

Kyle Daruwalla
Mikko Lipasti

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1240348

3,848 views

Original Research

Published on 14 May 2024

A machine learning approach to evaluate the impact of virtual balance/cognitive training on fall risk in older women

Beata Sokołowska
Wiktor Świderski
Edyta Smolis-Bąk
Ewa Sokołowska
Teresa Sadura-Sieklucka

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1390208

2,182 views
2 citations

Original Research

Published on 09 May 2024

Deep learning for automatic segmentation of vestibular schwannoma: a retrospective study from multi-center routine MRI

Aaron Kujawa
Reuben Dorent
Steve Connor
Suki Thomson
Marina Ivory
Ali Vahedi
Emily Guilhem
Navodini Wijethilake
Robert Bradford
Neil Kitchen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1365727

1,853 views
3 citations

Original Research

Published on 09 May 2024

Computational modeling to study the impact of changes in Nav1.8 sodium channel on neuropathic pain

Peter Kan
Yong Fang Zhu
Junling Ma
Gurmit Singh

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1327986

1,781 views

Hypothesis and Theory

Published on 07 May 2024

The emergence of enhanced intelligence in a brain-inspired cognitive architecture

Howard Schneider

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1367712

1,983 views
3 citations

Methods

Published on 02 May 2024

PointAS: an attention based sampling neural network for visual perception

Bo zi Qiu
Sheng Li
Lei Wang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1340019

1,037 views
1 citation

Original Research

Published on 02 May 2024

Feedback stabilization of probabilistic finite state machines based on deep Q-network

Hui Tian
Xin Su
Yanfang Hou

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1385047

894 views

Original Research

Published on 29 Apr 2024

Reinforcement learning-based SDN routing scheme empowered by causality detection and GNN

Yuanhao He
Geyang Xiao
Jun Zhu
Tao Zou
Yuan Liang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1393025

2,605 views