Related Experiment Video

Updated: Jul 10, 2026

Design and Evaluation of Smart Glasses for Food Intake and Physical Activity Classification
07:47

Design and Evaluation of Smart Glasses for Food Intake and Physical Activity Classification

Published on: February 14, 2018

11.2K

FPGA-based Implementation of Random Forest Classifier for sEMG Signal Classification

Wagner Martins, Leia B Bagesteiro, Tiago O Weber

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |March 5, 2025
    PubMed

    Abstract:

    This paper proposes a method that combines a hardware description language and Random Forests theory, to develop a motion recognition embedded system. To validate this system, the Ninapro database DB2 was used as training and test data, resulting in an accuracy of 83.1% for the test base in movement prediction.

    More Related Videos

    Author Spotlight: Advancing the Study of Brain-Heart Interplay with a Comprehensive EEGLAB Plugin for Multimodal Signal Analysis
    08:22

    Author Spotlight: Advancing the Study of Brain-Heart Interplay with a Comprehensive EEGLAB Plugin for Multimodal Signal Analysis

    Published on: April 26, 2024

    1.6K
    A Real-Time Wearable Electromyography Measurement System for Small Animals
    05:00

    A Real-Time Wearable Electromyography Measurement System for Small Animals

    Published on: November 15, 2024

    523

    Related Experiment Videos

    Last Updated: Jul 10, 2026

    Design and Evaluation of Smart Glasses for Food Intake and Physical Activity Classification
    07:47

    Design and Evaluation of Smart Glasses for Food Intake and Physical Activity Classification

    Published on: February 14, 2018

    11.2K
    Author Spotlight: Advancing the Study of Brain-Heart Interplay with a Comprehensive EEGLAB Plugin for Multimodal Signal Analysis
    08:22

    Author Spotlight: Advancing the Study of Brain-Heart Interplay with a Comprehensive EEGLAB Plugin for Multimodal Signal Analysis

    Published on: April 26, 2024

    1.6K
    A Real-Time Wearable Electromyography Measurement System for Small Animals
    05:00

    A Real-Time Wearable Electromyography Measurement System for Small Animals

    Published on: November 15, 2024

    523

    Related Concept Videos

    Classification of Signals01:30

    Classification of Signals

    In signal processing, signals are classified based on various characteristics: continuous-time versus discrete-time, periodic versus aperiodic, analog versus digital, and causal versus noncausal. Each category highlights distinct properties crucial for understanding and manipulating signals.
    A continuous-time signal holds a value at every instant in time, representing information seamlessly. In contrast, a discrete-time signal holds values only at specific moments, often denoted as x(n), where...

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

    Entropy metrics for analyzing trunk movement regularity in chronic non-specific low back pain: Insights from a systematic review.

    Journal of back and musculoskeletal rehabilitation·2026

    The Effect Of Hand-Held Tool Vibration On Reaching.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Osteotomy Wedge Computational Study of New Implant: Interfragmentary Movement.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    A strategy based on paraconsistent random forest for sEMG gesture recognition systems robust to contaminated data.

    Computers in biology and medicine·2025

    ADHD Diagnosis through Resting-State EEG Frequency Analysis with Random Forest.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    One-Leg Standing: Right and Left Balance COP and EMG Analyses.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Analysis of End-Tidal CO2 Variability During Plateau Waves Episodes: An Information Theoretic Approach.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    AI and Tomosynthesis for Breast Cancer Molecular Subtyping: A step toward precision medicine.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Towards Sustainable Protein Recovery from Biological Waste: Assessing Polyethersulfone-based Microfiltration.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Analysis of the cardiovascular response to standardized polymicrobial peritonitis experimental model.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Automated Wrist Ultrasound Image Bone Enhancement and Segmentation Using Deep Learning.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos.

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

    Deep Learning-Accelerated MRI Assessment of Hepatic Proton Density Fat Fraction: Agreement With Conventional Acquisition Across Manual and Automated Measurement Approaches.

    Journal of magnetic resonance imaging : JMRI·2026

    Cross-Species Generalization and Comparative Performance Analysis of Deep Neural Network Architectures in Histological Image Classification.

    Microscopy research and technique·2026

    Deep Learning-Based Oral Cancer Detection Using Clinical Images.

    Cureus·2026

    Virtual histological staining: toward standardization and clinical translation.

    Biomedical engineering letters·2026

    Single-channel gamma burst dynamics and adaptive deep learning for robust EEG motor state decoding.

    Biomedical engineering letters·2026

    Enhanced diffuse optical tomography image reconstruction with dilated convolution and densely connected network.

    Computer methods and programs in biomedicine·2026
    See all related articles
    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
    Jove
    Visualize
    Contact Us