A novel feature extraction method for machine learning based on surface electromyography from healthy brain
出版年份 2019 全文链接
标题
A novel feature extraction method for machine learning based on surface electromyography from healthy brain
作者
关键词
sEMG, New feature, Active muscle regions, Machine learning
出版物
NEURAL COMPUTING & APPLICATIONS
Volume -, Issue -, Pages -
出版商
Springer Nature
发表日期
2019-03-16
DOI
10.1007/s00521-019-04147-3
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Decomposition algorithm for depth image of human health posture based on brain health
- (2019) Bowen Luo et al. NEURAL COMPUTING & APPLICATIONS
- Research on gesture recognition of smart data fusion features in the IoT
- (2019) Chong Tan et al. NEURAL COMPUTING & APPLICATIONS
- Surface EMG hand gesture recognition system based on PCA and GRNN
- (2019) Jinxian Qi et al. NEURAL COMPUTING & APPLICATIONS
- Gesture recognition based on binocular vision
- (2018) Du Jiang et al. Cluster Computing-The Journal of Networks Software Tools and Applications
- Gear reducer optimal design based on computer multimedia simulation
- (2018) Ying Sun et al. JOURNAL OF SUPERCOMPUTING
- Gesture Recognition Based on Kinect and sEMG Signal Fusion
- (2018) Ying Sun et al. MOBILE NETWORKS & APPLICATIONS
- Towards the sEMG hand: internet of things sensors and haptic feedback application
- (2018) Gongfa Li et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Numerical Simulation-Based Optimization of Contact Stress Distribution and Lubrication Conditions in the Straight Worm Drive
- (2018) Y. He et al. STRENGTH OF MATERIALS
- Gesture recognition based on skeletonization algorithm and CNN with ASL database
- (2018) Du Jiang et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Jointly network: a network based on CNN and RBM for gesture recognition
- (2018) Wentao Cheng et al. NEURAL COMPUTING & APPLICATIONS
- Surface EMG data aggregation processing for intelligent prosthetic action recognition
- (2018) Chengcheng Li et al. NEURAL COMPUTING & APPLICATIONS
- A simulation-based study of dispatching rules in a dynamic job shop scheduling problem with batch release and extended technical precedence constraints
- (2017) Hegen Xiong et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
- An Interactive Image Segmentation Method in Hand Gesture Recognition
- (2017) Disi Chen et al. SENSORS
- Simultaneous Calibration: A Joint Optimization Approach for Multiple Kinect and External Cameras
- (2017) Yajie Liao et al. SENSORS
- Multi-Modal Sensing Techniques for Interfacing Hand Prostheses: A Review
- (2015) Yinfeng Fang et al. IEEE SENSORS JOURNAL
- A State-Space EMG Model for the Estimation of Continuous Joint Movements
- (2015) Jianda Han et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Intelligent Computation in Grasping Control of Dexterous Robot Hand
- (2015) Weiliang Ding et al. Journal of Computational and Theoretical Nanoscience
- Computation of Grasping and Manipulation for Multi-Fingered Robotic Hands
- (2015) Zhe Li et al. Journal of Computational and Theoretical Nanoscience
- Intelligent control model and its simulation of flue temperature in coke oven
- (2015) Gongfa Li et al. Discrete and Continuous Dynamical Systems-Series S
- Research on the method of step feature extraction for EOD robot based on 2D laser radar
- (2015) Qiang Yin et al. Discrete and Continuous Dynamical Systems-Series S
- Research on steady-state simulation in dynamic job shop scheduling problem
- (2015) Hegen Xiong et al. Advances in Mechanical Engineering
- Linear correlation between fractal dimension of surface EMG signal from Rectus Femoris and height of vertical jump
- (2014) Andrea Ancillao et al. CHAOS SOLITONS & FRACTALS
- EMG feature evaluation for improving myoelectric pattern recognition robustness
- (2013) Angkoon Phinyomark et al. EXPERT SYSTEMS WITH APPLICATIONS
- Surface EMG Based Hand Manipulation Identification Via Nonlinear Feature Extraction and Classification
- (2013) Zhaojie Ju et al. IEEE SENSORS JOURNAL
- Electromyogram Whitening for Improved Classification Accuracy in Upper Limb Prosthesis Control
- (2013) Lukai Liu et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Intelligent Control of Air Compressor Production Process
- (2013) Gongfa Li et al. Applied Mathematics & Information Sciences
- Coke Oven Intelligent Integrated Control System
- (2013) Gongfa Li et al. Applied Mathematics & Information Sciences
- Influence of Working Lining Parameters on Temperature and Stress Field of Ladle
- (2013) Gongfa Li et al. Applied Mathematics & Information Sciences
- Classification of EMG signals using combined features and soft computing techniques
- (2012) Abdulhamit Subasi APPLIED SOFT COMPUTING
- Bispectrum-based features classification for myoelectric control
- (2012) Eugenio C. Orosco et al. Biomedical Signal Processing and Control
- Computation of fractal features based on the fractal analysis of surface Electromyogram to estimate force of contraction of different muscles
- (2012) Sridhar Poosapadi Arjunan et al. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING
- High density electromyography data of normally limbed and transradial amputee subjects for multifunction prosthetic control
- (2012) Heather Daley et al. JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY
- Improving Myoelectric Pattern Recognition Robustness to Electrode Shift by Changing Interelectrode Distance and Electrode Configuration
- (2011) A. J. Young et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- sEMG-based continuous estimation of joint angles of human legs by using BP neural network
- (2011) Feng Zhang et al. NEUROCOMPUTING
- Filtering the surface EMG signal: Movement artifact and baseline noise contamination
- (2010) Carlo J. De Luca et al. JOURNAL OF BIOMECHANICS
- A discriminant bispectrum feature for surface electromyogram signal classification
- (2009) Xinpu Chen et al. MEDICAL ENGINEERING & PHYSICS
- Surface EMG in advanced hand prosthetics
- (2008) Claudio Castellini et al. BIOLOGICAL CYBERNETICS
- A training strategy to reduce classification degradation due to electrode displacements in pattern recognition based myoelectric control
- (2008) Levi Hargrove et al. Biomedical Signal Processing and Control
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now