Hyper Parameters | List of Frontiers open access articles

Original Research

Published on 28 Oct 2022

Continuous Hyper-parameter OPtimization (CHOP) in an ensemble Kalman filter

in Mathematics of Computation and Data Science

Xiaodong Luo
Chuan-An Xia

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.1021551

3,295 views
4 citations

Original Research

Published on 29 Oct 2021

Characterization of Generalizability of Spike Timing Dependent Plasticity Trained Spiking Neural Networks

in Neuromorphic Engineering

Biswadeep Chakraborty
Saibal Mukhopadhyay

Frontiers in Neuroscience

doi 10.3389/fnins.2021.695357

3,722 views
15 citations

Original Research

Published on 20 Oct 2021

Wind Turbine Pitch System Fault Detection Using ssODM-DSTA

in Smart Grids

Mingzhu Tang
Jiahao Hu
Huawei Wu
Zimin Wang

Frontiers in Energy Research

doi 10.3389/fenrg.2021.750983

3,045 views
2 citations

Methods

Published on 10 May 2022

A Short-Term Wind Power Forecast Method via XGBoost Hyper-Parameters Optimization

in Smart Grids

Xiong Xiong
Xiaojie Guo
Pingliang Zeng
Ruiling Zou
Xiaolong Wang

Frontiers in Energy Research

doi 10.3389/fenrg.2022.905155

8,482 views
84 citations

Original Research

Published on 17 Feb 2021

Exploiting Multiple Timescales in Hierarchical Echo State Networks

in Dynamical Systems

Luca Manneschi
Matthew O. A. Ellis
Guido Gigante
Andrew C. Lin
Paolo Del Giudice
Eleni Vasilaki

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2020.616658

10,893 views
43 citations

Original Research

Published on 08 Jun 2023

An effective hyper-parameter can increase the prediction accuracy in a single-step genetic evaluation

in Statistical Genetics and Methodology

Mehdi Neshat
Soohyun Lee
Md. Moksedul Momin
Buu Truong
Julius H. J. van der Werf
S. Hong Lee

Frontiers in Genetics

doi 10.3389/fgene.2023.1104906

4,120 views
11 citations

Original Research

Published on 06 Jan 2022

Impact of Asymmetric Weight Update on Neural Network Training With Tiki-Taka Algorithm

in Neural Technology

Chaeun Lee
Kyungmi Noh
Wonjae Ji
Tayfun Gokmen
Seyoung Kim

Frontiers in Neuroscience

doi 10.3389/fnins.2021.767953

7,270 views
24 citations

Original Research

Published on 16 Aug 2022

MNet-10: A robust shallow convolutional neural network model performing ablation study on medical images assessing the effectiveness of applying optimal data augmentation technique

in Translational Medicine

Sidratul Montaha
Sami Azam
A. K. M. Rakibul Haque Rafid
Md. Zahid Hasan
Asif Karim
Khan Md. Hasib
Shobhit K. Patel
Mirjam Jonkman
Zubaer Ibna Mannan

Frontiers in Medicine

doi 10.3389/fmed.2022.924979

8,939 views
37 citations

Original Research

Published on 24 May 2023

Hyper-parameter tuning and feature extraction for asynchronous action detection from sub-thalamic nucleus local field potentials

in Brain-Computer Interfaces

Thomas Martineau
Shenghong He
Ravi Vaidyanathan
Huiling Tan

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2023.1111590

4,515 views
1 citation

Original Research

Published on 17 Apr 2023

Intelligent framework for cannabis classification using visualization of gas chromatography/mass spectrometry data and transfer learning

in Forensic Chemistry

Ting-Yu Huang
Jorn Chi Chung Yu

Frontiers in Analytical Science

doi 10.3389/frans.2023.1125049

4,179 views
2 citations

Original Research

Published on 05 Jun 2018

Prediction of Complex Traits: Robust Alternatives to Best Linear Unbiased Prediction

in Livestock Genomics

Daniel Gianola
Alessio Cecchinato
Hugo Naya
Chris-Carolin Schön

Frontiers in Genetics

doi 10.3389/fgene.2018.00195

12,563 views
24 citations

Original Research

Published on 08 Sep 2022

Genetic optimization of asteroid families’ membership

in Planetary Science

M. V. F. Lourenço
V. Carruba

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2022.988729

2,611 views
5 citations

Original Research

Published on 12 Jan 2023

BIoMT-ISeg: Blockchain internet of medical things for intelligent segmentation

in Computational Physiology and Medicine

Asma Belhadi
Jon-Olav Holland
Anis Yazidi
Gautam Srivastava
Jerry Chun-Wei Lin
Youcef Djenouri

Frontiers in Physiology

doi 10.3389/fphys.2022.1097204

22,922 views
18 citations

Original Research

Published on 11 Aug 2022

Prediction of metal ion ligand binding residues by adding disorder value and propensity factors based on deep learning algorithm

in Computational Genomics

Sixi Hao
Xiuzhen Hu
Zhenxing Feng
Kai Sun
Xiaoxiao You
Ziyang Wang
Caiyun Yang

Frontiers in Genetics

doi 10.3389/fgene.2022.969412

2,085 views
5 citations

Original Research

Published on 02 Feb 2023

A parameter-optimization framework for neural decoding systems

Jing Xie
Rong Chen
Shuvra S. Bhattacharyya

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.938689

7,145 views

Methods

Published on 24 Dec 2024

Power grid fault handling plan matching method based on a hybrid neural network

in Sustainable Energy Systems

Dajun Xiao
Xialing Xu
Bo Zhang
Yue Zhang
Lianfei Shan
Tao Liu
Xin Li
Yongtian Qiao
Tao Jiang
Yu Wang

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1468651

1,268 views
1 citation

Articles

Continuous Hyper-parameter OPtimization (CHOP) in an ensemble Kalman filter

Characterization of Generalizability of Spike Timing Dependent Plasticity Trained Spiking Neural Networks

Wind Turbine Pitch System Fault Detection Using ssODM-DSTA

A Short-Term Wind Power Forecast Method via XGBoost Hyper-Parameters Optimization

Exploiting Multiple Timescales in Hierarchical Echo State Networks

An effective hyper-parameter can increase the prediction accuracy in a single-step genetic evaluation

Impact of Asymmetric Weight Update on Neural Network Training With Tiki-Taka Algorithm

MNet-10: A robust shallow convolutional neural network model performing ablation study on medical images assessing the effectiveness of applying optimal data augmentation technique

Hyper-parameter tuning and feature extraction for asynchronous action detection from sub-thalamic nucleus local field potentials

Intelligent framework for cannabis classification using visualization of gas chromatography/mass spectrometry data and transfer learning

Prediction of Complex Traits: Robust Alternatives to Best Linear Unbiased Prediction

Genetic optimization of asteroid families’ membership

BIoMT-ISeg: Blockchain internet of medical things for intelligent segmentation

Prediction of metal ion ligand binding residues by adding disorder value and propensity factors based on deep learning algorithm

A parameter-optimization framework for neural decoding systems

Power grid fault handling plan matching method based on a hybrid neural network