Signal Features | List of Frontiers open access articles

Original Research

Published on 28 Mar 2023

Machine learning approaches to identify Parkinson's disease using voice signal features

in Medicine and Public Health

Raya Alshammri
Ghaida Alharbi
Ebtisam Alharbi
Ibrahim Almubark

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1084001

34,605 views
136 citations

Original Research

Published on 14 Jan 2026

Fault diagnosis of electromechanical systems considering noise suppression and multiscale signal features

in Mechatronics

Xiaoqiao Qi
Yuance Yang
Shukui Han
Guangyu Bai
Nanxiang Fang

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1754564

592 views

Original Research

Published on 20 Mar 2019

Peripheral Nerve Activation Evokes Machine-Learnable Signals in the Dorsal Column Nuclei

Alastair J. Loutit
Mohit N. Shivdasani
Ted Maddess
Stephen J. Redmond
John W. Morley
Greg J. Stuart
Ingvars Birznieks
Richard M. Vickery
Jason R. Potas

Frontiers in Systems Neuroscience

doi 10.3389/fnsys.2019.00011

9,662 views
7 citations

Original Research

Published on 01 Mar 2022

Estimation of the Continuous Pronation–Supination Movement by Using Multichannel EMG Signal Features and Kalman Filter: Application to Control an Exoskeleton

in Biomechanics

Lei Zhang
Jingang Long
RongGang Zhao
Haoyang Cao
Kai Zhang

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2021.771255

5,385 views
11 citations

Original Research

Published on 28 Jul 2020

Dorsal Column Nuclei Neural Signal Features Permit Robust Machine-Learning of Natural Tactile- and Proprioception-Dominated Stimuli

Alastair J. Loutit
Jason R. Potas

Frontiers in Systems Neuroscience

doi 10.3389/fnsys.2020.00046

8,422 views
6 citations

Code

Published on 10 Sep 2019

PaWFE: Fast Signal Feature Extraction Using Parallel Time Windows

Manfredo Atzori
Henning Müller

Frontiers in Neurorobotics

doi 10.3389/fnbot.2019.00074

18,373 views
23 citations

Original Research

Published on 07 Nov 2023

Diagnosis of Alzheimer’s disease via resting-state EEG: integration of spectrum, complexity, and synchronization signal features

in Alzheimer's Disease and Related Dementias

Xiaowei Zheng
Bozhi Wang
Hao Liu
Wencan Wu
Jiamin Sun
Wei Fang
Rundong Jiang
Yajie Hu
Cheng Jin
Xin Wei

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2023.1288295

12,056 views
55 citations

Original Research

Published on 16 Oct 2019

Sensorimotor ECoG Signal Features for BCI Control: A Comparison Between People With Locked-In Syndrome and Able-Bodied Controls

in Neuroprosthetics

Zachary V. Freudenburg
Mariana P. Branco
Sacha Leinders
Benny H. van der Vijgh
Elmar G. M. Pels
Timothy Denison
Leonard H. van den Berg
Kai J. Miller
Erik J. Aarnoutse
Nick F. Ramsey

Frontiers in Neuroscience

doi 10.3389/fnins.2019.01058

10,296 views
29 citations

Original Research

Published on 10 Aug 2022

Yijinjing Qigong intervention shows strong evidence on clinical effectiveness and electroencephalography signal features for early poststroke depression: A randomized, controlled trial

in Neurocognitive Aging and Behavior

Pingping Sun
Shuaipan Zhang
Linhong Jiang
Zhenzhen Ma
Chongjie Yao
Qingguang Zhu
Min Fang

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2022.956316

7,675 views
22 citations

Original Research

Published on 15 Apr 2020

Brain-Based Binary Communication Using Spatiotemporal Features of fNIRS Responses

in Brain-Computer Interfaces

Laurien Nagels-Coune
Amaia Benitez-Andonegui
Niels Reuter
Michael Lührs
Rainer Goebel
Peter De Weerd
Lars Riecke
Bettina Sorger

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2020.00113

11,392 views
19 citations

Original Research

Published on 03 Jun 2025

Acoustic emission approach to optimize friction stir additive manufacturing process for magnesium alloy ZE41

in Digital Manufacturing

Divya Zindani
A. K. Lakshminarayanan
A. Joshua
Robert Čep
K. Logesh

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1412251

2,288 views

Methods

Published on 28 Jan 2014

Low-latency multi-threaded processing of neuronal signals for brain-computer interfaces

Jörg Fischer
Tomislav Milekovic
Gerhard Schneider
Carsten Mehring

Frontiers in Neuroengineering

doi 10.3389/fneng.2014.00001

8,646 views
14 citations

Original Research

Published on 25 Aug 2022

Solving the spike feature information vanishing problem in spiking deep Q network with potential based normalization

in Neuromorphic Engineering

Yinqian Sun
Yi Zeng
Yang Li

Frontiers in Neuroscience

doi 10.3389/fnins.2022.953368

4,991 views
16 citations

Original Research

Published on 05 Mar 2025

Modulation recognition method based on multimodal features

in Signal Processing for Communications

Hu Zhang
Yin Kuang
Ronghui Huang
Sheng Lin
Youqiang Dong
Min Zhang

Frontiers in Communications and Networks

doi 10.3389/frcmn.2025.1453125

3,399 views
3 citations

Original Research

Published on 15 Sep 2020

Relationship Between Basic Properties of BOLD Fluctuations and Calculated Metrics of Complexity in the Human Connectome Project

in Brain Imaging Methods

Shella Keilholz
Eric Maltbie
Xiaodi Zhang
Behnaz Yousefi
Wen-Ju Pan
Nan Xu
Maysam Nezafati
Theodore J. LaGrow
Ying Guo

Frontiers in Neuroscience

doi 10.3389/fnins.2020.550923

4,201 views
17 citations

Methods

Published on 14 Mar 2024

A series fault arc detection method based on denoising autoencoder and deep residual network

in Smart Grids

Jianyuan Wang
Xue Li
Yuhui Zhang

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1341281

2,146 views
2 citations

Articles

Machine learning approaches to identify Parkinson's disease using voice signal features

Fault diagnosis of electromechanical systems considering noise suppression and multiscale signal features

Peripheral Nerve Activation Evokes Machine-Learnable Signals in the Dorsal Column Nuclei

Estimation of the Continuous Pronation–Supination Movement by Using Multichannel EMG Signal Features and Kalman Filter: Application to Control an Exoskeleton

Dorsal Column Nuclei Neural Signal Features Permit Robust Machine-Learning of Natural Tactile- and Proprioception-Dominated Stimuli

PaWFE: Fast Signal Feature Extraction Using Parallel Time Windows

Diagnosis of Alzheimer’s disease via resting-state EEG: integration of spectrum, complexity, and synchronization signal features

Sensorimotor ECoG Signal Features for BCI Control: A Comparison Between People With Locked-In Syndrome and Able-Bodied Controls

Yijinjing Qigong intervention shows strong evidence on clinical effectiveness and electroencephalography signal features for early poststroke depression: A randomized, controlled trial

Brain-Based Binary Communication Using Spatiotemporal Features of fNIRS Responses

Acoustic emission approach to optimize friction stir additive manufacturing process for magnesium alloy ZE41

Low-latency multi-threaded processing of neuronal signals for brain-computer interfaces

Solving the spike feature information vanishing problem in spiking deep Q network with potential based normalization

Modulation recognition method based on multimodal features

Relationship Between Basic Properties of BOLD Fluctuations and Calculated Metrics of Complexity in the Human Connectome Project

A series fault arc detection method based on denoising autoencoder and deep residual network