volumes

Volume 18 - 2024

Original Research

Published on 08 Feb 2024

Developing a hippocampal neural prosthetic to facilitate human memory encoding and recall of stimulus features and categories

Brent M. Roeder
Xiwei She
Alexander S. Dakos
Bryan Moore
Robert T. Wicks
Mark R. Witcher
Daniel E. Couture
Adrian W. Laxton
Heidi Munger Clary
Gautam Popli

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1263311

16,357 views
11 citations

Original Research

Published on 07 Feb 2024

Random forest analysis of midbrain hypometabolism using [18F]-FDG PET identifies Parkinson's disease at the subject-level

Marina C. Ruppert-Junck
Gunter Kräling
Andrea Greuel
Marc Tittgemeyer
Lars Timmermann
Alexander Drzezga
Carsten Eggers
David Pedrosa

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1328699

7,923 views
7 citations

Original Research

Published on 31 Jan 2024

Research on eight machine learning algorithms applicability on different characteristics data sets in medical classification tasks

Yiyan Zhang
Qin Li
Yi Xin

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1345575

8,623 views
7 citations

Review

Published on 29 Jan 2024

Time-varying generalized linear models: characterizing and decoding neuronal dynamics in higher visual areas

Geyu Weng
Kelsey Clark
Amir Akbarian
Behrad Noudoost
Neda Nategh

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1273053

10,294 views
6 citations

Original Research

Published on 25 Jan 2024

Positional multi-length and mutual-attention network for epileptic seizure classification

Guokai Zhang
Aiming Zhang
Huan Liu
Jihao Luo
Jianqing Chen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1358780

6,982 views
6 citations

Original Research

Published on 18 Jan 2024

An efficient swarm intelligence approach to the optimization on high-dimensional solutions with cross-dimensional constraints, with applications in supply chain management

Hsin-Ping Liu
Frederick Kin Hing Phoa
Yun-Heh Chen-Burger
Shau-Ping Lin

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1283974

6,018 views
5 citations

Systematic Review

Published on 17 Jan 2024

Identifying distinctive brain regions related to consumer choice behaviors on branded foods using activation likelihood estimation and machine learning

Shinya Watanuki

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1310013

5,913 views
1 citation

Volume 17 - 2023

Original Research

Published on 24 Jan 2024

Artificial neural network models: implementation of functional near-infrared spectroscopy-based spontaneous lie detection in an interactive scenario

M. Raheel Bhutta
Muhammad Umair Ali
Amad Zafar
Kwang Su Kim
Jong Hyuk Byun
Seung Won Lee

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1286664

6,441 views
8 citations

Original Research

Published on 18 Jan 2024

Information representation in an oscillating neural field model modulated by working memory signals

William H. Nesse
Kelsey L. Clark
Behrad Noudoost

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1253234

4,393 views
2 citations

Original Research

Published on 11 Jan 2024

Exploring gene-drug interactions for personalized treatment of post-traumatic stress disorder

Konstantina Skolariki
Panagiotis Vlamos

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1307523

6,226 views
3 citations

Original Research

Published on 11 Jan 2024

A lightweight mixup-based short texts clustering for contrastive learning

Qiang Xu
HaiBo Zan
ShengWei Ji

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1334748

4,945 views
3 citations

Original Research

Published on 08 Jan 2024

Neuro-environmental interactions: a time sensitive matter

Azzurra Invernizzi
Stefano Renzetti
Elza Rechtman
Claudia Ambrosi
Lorella Mascaro
Daniele Corbo
Roberto Gasparotti
Cheuk Y. Tang
Donald R. Smith
Roberto G. Lucchini

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1302010

6,149 views
1 citation

Original Research

Published on 05 Jan 2024

Improving imbalance classification via ensemble learning based on two-stage learning

Na Liu
Jiaqi Wang
Yongtong Zhu
Lihong Wan
Qingdu Li

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1296897

6,520 views
1 citation

Opinion

Published on 05 Jan 2024

Challenges and limitations in computational prediction of protein misfolding in neurodegenerative diseases

Marios G. Krokidis
Georgios N. Dimitrakopoulos
Aristidis G. Vrahatis
Themis P. Exarchos
Panagiotis Vlamos

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1323182

9,978 views
7 citations

Original Research

Published on 05 Jan 2024

Text clustering based on pre-trained models and autoencoders

Qiang Xu
Hao Gu
ShengWei Ji

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1334436

11,186 views
10 citations

Editorial

Published on 04 Jan 2024

Editorial: Advances in Shannon-based communications and computations approaches to understanding information processing in the brain

James Tee
Giorgio M. Vitetta

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1352772

3,345 views

Original Research

Published on 04 Jan 2024

Machine learning hypothesis-generation for patient stratification and target discovery in rare disease: our experience with Open Science in ALS

Joseph Geraci
Ravi Bhargava
Bessi Qorri
Paul Leonchyk
Douglas Cook
Moses Cook
Fanny Sie
Luca Pani

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1199736

6,759 views
15 citations

Retraction

Published on 28 Dec 2023

Retraction: Cerebral microbleed detection via convolutional neural network and extreme learning machine

Frontiers Editorial Office

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1358283

4,710 views

Original Research

Published on 19 Dec 2023

Causal functional connectivity in Alzheimer's disease computed from time series fMRI data

Rahul Biswas
SuryaNarayana Sripada

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1251301

5,822 views
5 citations

Brief Research Report

Published on 19 Dec 2023

Enhanced simulations of whole-brain dynamics using hybrid resting-state structural connectomes

Thanos Manos
Sandra Diaz-Pier
Igor Fortel
Ira Driscoll
Liang Zhan
Alex Leow

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1295395

4,556 views
9 citations

Review

Published on 15 Dec 2023

Cortical field maps across human sensory cortex

Alyssa A. Brewer
Brian Barton

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1232005

6,135 views
2 citations

Original Research

Published on 15 Dec 2023

Monitoring time domain characteristics of Parkinson’s disease using 3D memristive neuromorphic system

Md Abu Bakr Siddique
Yan Zhang
Hongyu An

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1274575

10,376 views
9 citations

Original Research

Published on 14 Dec 2023

A modelling study to dissect the potential role of voltage-gated ion channels in activity-dependent conduction velocity changes as identified in small fiber neuropathy patients

Anna Maxion
Ekaterina Kutafina
Maike F. Dohrn
Pierre Sacré
Angelika Lampert
Jenny Tigerholm
Barbara Namer

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1265958

4,939 views
14 citations

Original Research

Published on 12 Dec 2023

Burst and Memory-aware Transformer: capturing temporal heterogeneity

Byounghwa Lee
Jung-Hoon Lee
Sungyup Lee
Cheol Ho Kim

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2023.1292842

4,097 views
1 citation