Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Protein Networks02:26

Protein Networks

4.6K
An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
4.6K
Automatic Processing and Automatic Social Behavior01:28

Automatic Processing and Automatic Social Behavior

257
Automatic processing refers to the cognitive operations that occur without conscious intent or awareness, playing a fundamental role in shaping social cognition and behavior. These processes enable individuals to navigate complex social environments efficiently by relying on mental shortcuts and pre-existing knowledge structures known as schemas. One of the most influential mechanisms underlying automatic processing is priming, which subtly activates mental representations through exposure to...
257
Classification of Titrimetric Analysis Based on Reaction Types01:01

Classification of Titrimetric Analysis Based on Reaction Types

1.8K
Titrimetric analysis in solution chemistry involves measuring the volume of solutions and is often called volumetric analysis. The standard solution of known concentration in the burette is called the titrant, whereas the solution of unknown concentration in the flask is called the analyte, or titrand. Titrimetric analyses can be classified into four types based on the reactions between the titrant and analyte.
Titrations between an acid and a base lead to neutralization reactions that form...
1.8K
Cardiovascular Drugs: Classification based on Therapeutic Indications01:18

Cardiovascular Drugs: Classification based on Therapeutic Indications

4.2K
Cardiovascular diseases, encompassing a range of conditions, can significantly affect the heart's operations and the overall circulatory system. These conditions impair the heart's ability to pump blood, leading to a deficit in oxygen supply to crucial organs. Anomalies in the heart's electrical system, known as arrhythmias, can cause heartbeats to accelerate or slow down. Usually, heart rates increase during physical activity and decrease while resting or sleeping. However,...
4.2K
Network Covalent Solids02:18

Network Covalent Solids

16.2K
Network covalent solids contain a three-dimensional network of covalently bonded atoms as found in the crystal structures of nonmetals like diamond, graphite, silicon, and some covalent compounds, such as silicon dioxide (sand) and silicon carbide (carborundum, the abrasive on sandpaper). Many minerals have networks of covalent bonds.
To break or to melt a covalent network solid, covalent bonds must be broken. Because covalent bonds are relatively strong, covalent network solids are typically...
16.2K
Force Classification01:22

Force Classification

2.4K
Forces play a crucial role in the study of physics and engineering. They are essential in describing the motion, behavior, and equilibrium of objects in the physical world. Forces can be classified based on their origin, type, and direction of action.
Contact and non-contact forces are two of the most widely used categories of forces. As the name suggests, contact forces require physical contact between two objects to act upon each other. Examples of contact forces include frictional,...
2.4K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Non-Adiabatic Effects on Excited States of Vinylidene Observed with Slow Photoelectron Velocity-Map Imaging.

Journal of the American Chemical Society·2016
Same author

Targeting Heparin to Collagen within Extracellular Matrix Significantly Reduces Thrombogenicity and Improves Endothelialization of Decellularized Tissues.

Biomacromolecules·2016
Same author

Association between sleep duration and the prevalence of hypertension in an elderly rural population of China.

Sleep medicine·2016
Same author

Association between passive smoking and hypertension in Chinese non-smoking elderly women.

Hypertension research : official journal of the Japanese Society of Hypertension·2016
Same author

Morphine versus methylprednisolone or aminophylline for relieving dyspnea in patients with advanced cancer in China: a retrospective study.

SpringerPlus·2016
Same author

Expression of Rab1A is upregulated in human lung cancer and associated with tumor size and T stage.

Aging·2016
Same journal

The Laser Rangefinder System in Quadrature Modem and Ambiguity Resolution.

Guang pu xue yu guang pu fen xi = Guang pu·2018
Same journal

Improving the Accuracy of Camera-Based Heart Rate Measurement.

Guang pu xue yu guang pu fen xi = Guang pu·2018
Same journal

Determination of Pb, Cr, Cd, and As in Aluminum-Plastic Packaging Materials via Inductively Coupled Plasma-Mass Spectrometry with Microwave Digestion.

Guang pu xue yu guang pu fen xi = Guang pu·2018
Same journal

Study on Molecular Recognition of Cucurbit[6]uril with Oxytetracycline Molecules by Spectroscopic Methods.

Guang pu xue yu guang pu fen xi = Guang pu·2018
Same journal

Preparation and Properties of Novel Polymer Blue Fluorescent Materials.

Guang pu xue yu guang pu fen xi = Guang pu·2018
Same journal

Effect of the Nitrogen Incorporation on the Microstructure and Photoelectric Properties of N Type Nanocrystalline Silicon Thin Films.

Guang pu xue yu guang pu fen xi = Guang pu·2018
See all related articles

Related Experiment Video

Updated: Feb 4, 2026

Deep Neural Networks for Image-Based Dietary Assessment
13:19

Deep Neural Networks for Image-Based Dietary Assessment

Published on: March 13, 2021

10.0K

Discovering WDMS with Automatic Classification System Based on RBF Neural Network.

Wen-yu Wang, Ge-lin Guo, Bin Jiang

    Guang Pu Xue Yu Guang Pu Fen Xi = Guang Pu
    |September 25, 2018
    PubMed
    Summary
    This summary is machine-generated.

    This study introduces an improved classification model for White Dwarf + M Sequence Binaries (WDMS) using a Radial Basis Function neural network. The novel approach enhances accuracy by theoretically determining network hyper-parameters, successfully identifying 25 new WDMS candidates.

    More Related Videos

    A Neural Network-Based Identification of Developmentally Competent or Incompetent Mouse Fully-Grown Oocytes
    10:04

    A Neural Network-Based Identification of Developmentally Competent or Incompetent Mouse Fully-Grown Oocytes

    Published on: March 3, 2018

    7.1K
    Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
    06:22

    Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections

    Published on: September 19, 2025

    509

    Related Experiment Videos

    Last Updated: Feb 4, 2026

    Deep Neural Networks for Image-Based Dietary Assessment
    13:19

    Deep Neural Networks for Image-Based Dietary Assessment

    Published on: March 13, 2021

    10.0K
    A Neural Network-Based Identification of Developmentally Competent or Incompetent Mouse Fully-Grown Oocytes
    10:04

    A Neural Network-Based Identification of Developmentally Competent or Incompetent Mouse Fully-Grown Oocytes

    Published on: March 3, 2018

    7.1K
    Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
    06:22

    Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections

    Published on: September 19, 2025

    509

    Area of Science:

    • Astronomy and Astrophysics
    • Machine Learning
    • Computational Science

    Context:

    • Classifying White Dwarf + M Sequence Binaries (WDMS) is crucial for understanding stellar evolution.
    • Existing classification systems, like those in SDSS-DR10, can be limited by empirical hyper-parameter tuning in models.
    • Spectral distribution features are primary determinants of spectral type, necessitating advanced analytical methods.

    Purpose:

    • To develop an automatic classification model for WDMS based on Radial Basis Function (RBF) neural networks.
    • To improve the accuracy of WDMS classification by proposing theoretical criteria (centroids and width) for determining RBF network hyper-parameters.
    • To enhance the analysis of spectral distribution features in high-dimensional spaces for better object classification.

    Summary:

    • An automatic WDMS classification model was developed using RBF neural networks, analyzing spectral distribution features in high-dimensional space.
    • Novel centroids and width criteria were proposed for theoretically determining RBF network hyper-parameters, overcoming empirical limitations.
    • The model successfully classified 4,631 WDMS candidates, including 25 newly identified ones, demonstrating its feasibility and effectiveness.

    Impact:

    • The proposed model significantly improves the accuracy of WDMS classification.
    • It provides a more theoretical and robust method for hyper-parameter selection in RBF networks.
    • The identification of new WDMS candidates contributes to a deeper understanding of binary star systems and stellar evolution, paving the way for future research with larger datasets.