A rapid spiking neural network approach with an application on hand gesture recognition

L Cheng, Y Liu, ZG Hou, M Tan, D Du… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The spiking neural network (SNN) is considered to be the third generation of neural
networks featured by its low power consumption and high computing capability, which has …

A chaotic neural network model for biceps muscle based on Rossler stimulation equation and bifurcation diagram

FN Rahatabad, A Sheikhani, NJ Dabanloo - … Signal Processing and …, 2022 - Elsevier
In this paper, a chaotic neural network was presented based on the muscle electromyogram
(EMG) signal. Networks and biological processes are complex, and nonlinear systems …

Influence of shopping bags carrying on human responses while walking

MZ Ramadan, TM Khalaf, AM Ragab… - Journal of healthcare …, 2018 - Wiley Online Library
Shopping as a daily activity that involves carrying shopping bags in hands might be
associated with risk factors contributing to the development of low back pain (LBP) and …

Preliminary Analysis of Sensor Fusion Dataset for Cyclists' Gesture Recognition

S Rinaldi, SD Iacono, M Pasetti, D Astolfi… - … on Metrology for …, 2024 - ieeexplore.ieee.org
Cyclists commonly employ informal signals to communicate with each other while riding on
the road; however, these signals may not be universally understood by others who are not …

Prediction of Biceps Muscle Electromyogram Signal Using a NARX Neural Network

V Khodadadi, FN Rahatabad, A Sheikhani… - Journal of Medical …, 2023 - journals.lww.com
Background: This study was conducted to compare the response between the results of
experimental data and the results achieved by the NARX neural network model to predict …

Exoskeleton Effects on Amplitude Distribution of Muscle Signals during Oil Palm Fruit Harvesting

KH Sanjaya, A Nugroho, AI Simbolon… - … on Radar, Antenna …, 2024 - ieeexplore.ieee.org
This study investigated the effect of soft exoskeleton on harvesters' muscle activation. The
amplitude probability distribution function (APDF) analysis on surface electromyography …

Rancang Bangun Elektromiograf untuk Identifikasi Gerakan Otot Bisep

A Widodo, NA Fahmi, F Baskoro - Jurnal Teknik Elektro, 2021 - ejournal.unesa.ac.id
Teknologi dalam bidang elektronika medis akhir-akhir ini telah berkembang pesat,
khususnya elektromiograf. Berangkat dari hal tersebut, dalam penelitian ini bertujuan untuk …

Fatigue analysis of biceps brachii muscle using sEMG signal

P Shamli Fathima, C Sandhra, D Jojo… - … : Select Proceedings of …, 2021 - Springer
Neuromuscular disabilities are common in humans. The neuromuscular system includes all
muscles in the body and nerves serving them. Neuromuscular disorders are that …

Electromyographic Evaluation of Muscle Dysfunction in Frozen Shoulder

R Nithya, N Punitha, G Akileshwar… - … on Advances in …, 2024 - ieeexplore.ieee.org
Background: The symptoms of frozen shoulder include discomfort, stiffness, and restricted
shoulder joint range of motion. It can lead to Thyroid, Parkinson's, and cardiovascular …

Design and Development of A Low-Cost Electromyogram Amplifier for General-Purpose Biosignal Amplification

Z Fu, AYB Hashim, Z Jamaludin… - Jurnal Sains Sosial …, 2023 - myjms.mohe.gov.my
The electromyogram (EMG) is a biological signal which manifests during muscle contraction.
It is widely used for health, biomechanics and machine control. However, high-performance …