Decomposition Methods | List of Frontiers open access articles

Original Research

Published on 22 Nov 2021

Gradient Decomposition Methods for Training Neural Networks With Non-ideal Synaptic Devices

in Neuromorphic Engineering

Junyun Zhao
Siyuan Huang
Osama Yousuf
Yutong Gao
Brian D. Hoskins
Gina C. Adam

Frontiers in Neuroscience

doi 10.3389/fnins.2021.749811

7,445 views
8 citations

Methods

Published on 27 Jul 2023

A comparison of Fourier and POD mode decomposition methods for high-speed Hall thruster video

in Space Propulsion

J. W. Brooks
A. A. Kaptanoglu
M. S. McDonald

Frontiers in Space Technologies

doi 10.3389/frspt.2023.1220011

3,261 views
5 citations

Original Research

Published on 04 Mar 2022

Angular-Based Mueller Matrix Polarimetry Parameters for Subwavelength Pore Size Differentiation

in Optics and Photonics

Jiachen Wan
Chuhui Wang
Chunnan Wang
Shuqing Sun
Hui Ma

Frontiers in Physics

doi 10.3389/fphy.2022.815539

2,705 views
1 citation

Original Research

Published on 18 Sep 2014

Discrete optimization using quantum annealing on sparse Ising models

in Interdisciplinary Physics

Zhengbing Bian
Fabian Chudak
Robert Israel
Brad Lackey
William G. Macready
Aidan Roy

Frontiers in Physics

doi 10.3389/fphy.2014.00056

25,221 views
111 citations

Original Research

Published on 30 Jul 2020

Using Multiple Decomposition Methods and Cluster Analysis to Find and Categorize Typical Patterns of EEG Activity in Motor Imagery Brain–Computer Interface Experiments

in Biomedical Robotics

Alexander Frolov
Pavel Bobrov
Elena Biryukova
Mikhail Isaev
Yaroslav Kerechanin
Dmitry Bobrov
Alexander Lekin

Frontiers in Robotics and AI

doi 10.3389/frobt.2020.00088

4,945 views
15 citations

Original Research

Published on 10 Jul 2023

Application of coupling mechanism and data-driven models in the Hanjiang river basin

in Hydrosphere

Gongbo Ding
Chao Wang
Xiaohui Lei
Linan Xue
Hao Wang
Xinhua Zhang
Peibing Song
Yi Jing
Ruifang Yuan
Ke Xu

Frontiers in Earth Science

doi 10.3389/feart.2023.1185953

4,212 views
3 citations

Original Research

Published on 29 Nov 2018

Analytic Quantification of Shilnikov Chaos in Epileptic EEG Data

in Dynamical Systems

Bastian Seifert
Dennis Adamski
Christian Uhl

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2018.00057

4,355 views
11 citations

Original Research

Published on 31 Jul 2018

Spatiotemporal Analysis of Developing Brain Networks

Ping He
Xiaohua Xu
Han Zhang
Gang Li
Jingxin Nie
Pew-Thian Yap
Dinggang Shen

Frontiers in Neuroinformatics

doi 10.3389/fninf.2018.00048

7,144 views
1 citation

Original Research

Published on 30 Aug 2022

Comparative analysis of two flow decomposition approaches and their applications in diagnosing water vapor in extreme precipitation events over Xinjiang province, China

in Atmospheric Science

Jie Cao
Shuping Ma
Lingkun Ran

Frontiers in Earth Science

doi 10.3389/feart.2022.847317

1,756 views

Original Research

Published on 11 Jan 2023

SCCPMD: Probability matrix decomposition method subject to corrected similarity constraints for inferring long non-coding RNA–disease associations

in Systems Microbiology

Lieqing Lin
Ruibin Chen
Yinting Zhu
Weijie Xie
Huaiguo Jing
Langcheng Chen
Minqing Zou

Frontiers in Microbiology

doi 10.3389/fmicb.2022.1093615

2,465 views
7 citations

Original Research

Published on 24 May 2017

A Ternary Brain-Computer Interface Based on Single-Trial Readiness Potentials of Self-initiated Fine Movements: A Diversified Classification Scheme

in Brain-Computer Interfaces

Elias Abou Zeid
Alborz Rezazadeh Sereshkeh
Benjamin Schultz
Tom Chau

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2017.00254

5,781 views
1 citation

Original Research

Published on 02 Nov 2010

Utility of Independent Component Analysis for Interpretation of Intracranial EEG

in Brain Imaging and Stimulation

Diane Whitmer
Gregory Worrell
Matt Stead
Il Keun Lee
Scott Makeig

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2010.00184

13,528 views
42 citations

Original Research

Accepted on 20 Apr 2026

The global burden of migraine and tension-type headache, 1990-2021: a multi-model Bayesian meta-regression with decomposition of age-period-cohort effects, health inequalities, and frontier analysis

in Headache and Neurogenic Pain

Yuanxi Xia
Xuan Wen
Qinghua Huang
Qian Zhang
Yanjun Di
晋聘张
Miaomiao Nie
Yong Diao
Xunxun Wu
Xiaoyun You

Frontiers in Neurology

325 views

Original Research

Published on 10 Aug 2023

Multiclass classification of imagined speech EEG using noise-assisted multivariate empirical mode decomposition and multireceptive field convolutional neural network

in Brain-Computer Interfaces

Hyeong-jun Park
Boreom Lee

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2023.1186594

6,169 views
15 citations

Original Research

Published on 30 Jul 2025

Exploring the temporal shift in menstrual hygiene practices among young women across India: a micro and macro perspectives

in Adolescent Reproductive Health and Well-being

S. K. Singh
Bharti Singh

Frontiers in Reproductive Health

doi 10.3389/frph.2025.1532178

3,553 views

Original Research

Published on 26 Mar 2025

Measurement, source decomposition, and formation mechanism of differences in the development of China’s health services

in Public Health Policy

Fulei Jin
Xigang Zhang
Yiming Zhao

Frontiers in Public Health

doi 10.3389/fpubh.2025.1495077

1,223 views
2 citations

Articles

Gradient Decomposition Methods for Training Neural Networks With Non-ideal Synaptic Devices

A comparison of Fourier and POD mode decomposition methods for high-speed Hall thruster video

Angular-Based Mueller Matrix Polarimetry Parameters for Subwavelength Pore Size Differentiation

Discrete optimization using quantum annealing on sparse Ising models

Using Multiple Decomposition Methods and Cluster Analysis to Find and Categorize Typical Patterns of EEG Activity in Motor Imagery Brain–Computer Interface Experiments

Application of coupling mechanism and data-driven models in the Hanjiang river basin

Analytic Quantification of Shilnikov Chaos in Epileptic EEG Data

Spatiotemporal Analysis of Developing Brain Networks

Comparative analysis of two flow decomposition approaches and their applications in diagnosing water vapor in extreme precipitation events over Xinjiang province, China

SCCPMD: Probability matrix decomposition method subject to corrected similarity constraints for inferring long non-coding RNA–disease associations

A Ternary Brain-Computer Interface Based on Single-Trial Readiness Potentials of Self-initiated Fine Movements: A Diversified Classification Scheme

Utility of Independent Component Analysis for Interpretation of Intracranial EEG

The global burden of migraine and tension-type headache, 1990-2021: a multi-model Bayesian meta-regression with decomposition of age-period-cohort effects, health inequalities, and frontier analysis

Multiclass classification of imagined speech EEG using noise-assisted multivariate empirical mode decomposition and multireceptive field convolutional neural network

Exploring the temporal shift in menstrual hygiene practices among young women across India: a micro and macro perspectives

Measurement, source decomposition, and formation mechanism of differences in the development of China’s health services