Self-Recalibrating Surface EMG Pattern Recognition for Neuroprosthesis Control Based on Convolutional Neural Network
出版年份 2017 全文链接
标题
Self-Recalibrating Surface EMG Pattern Recognition for Neuroprosthesis Control Based on Convolutional Neural Network
作者
关键词
-
出版物
Frontiers in Neuroscience
Volume 11, Issue -, Pages -
出版商
Frontiers Media SA
发表日期
2017-07-11
DOI
10.3389/fnins.2017.00379
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Fully Convolutional Networks for Semantic Segmentation
- (2017) Evan Shelhamer et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Extraction and Classification of Multichannel Electromyographic Activation Trajectories for Hand Movement Recognition
- (2016) Meena AbdelMaseeh et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Towards Zero Retraining for Myoelectric Control Based on Common Model Component Analysis
- (2016) Jianwei Liu et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Improving the Robustness of Myoelectric Pattern Recognition for Upper Limb Prostheses by Covariate Shift Adaptation
- (2016) Marina M.-C. Vidovic et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Reduced Daily Recalibration of Myoelectric Prosthesis Classifiers Based on Domain Adaptation
- (2016) Jianwei Liu et al. IEEE Journal of Biomedical and Health Informatics
- Deep Learning with Convolutional Neural Networks Applied to Electromyography Data: A Resource for the Classification of Movements for Prosthetic Hands
- (2016) Manfredo Atzori et al. Frontiers in Neurorobotics
- Protein Secondary Structure Prediction Using Deep Convolutional Neural Fields
- (2016) Sheng Wang et al. Scientific Reports
- Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis
- (2016) Geert Litjens et al. Scientific Reports
- Gesture recognition by instantaneous surface EMG images
- (2016) Weidong Geng et al. Scientific Reports
- Analyzing animal behavior via classifying each video frame using convolutional neural networks
- (2015) Ulrich Stern et al. Scientific Reports
- Self-Correcting Pattern Recognition System of Surface EMG Signals for Upper Limb Prosthesis Control
- (2014) Sebastian Amsuss et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Support Vector Regression for Improved Real-Time, Simultaneous Myoelectric Control
- (2014) Ali Ameri et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Electromyography data for non-invasive naturally-controlled robotic hand prostheses
- (2014) Manfredo Atzori et al. Scientific Data
- EMG feature evaluation for improving myoelectric pattern recognition robustness
- (2013) Angkoon Phinyomark et al. EXPERT SYSTEMS WITH APPLICATIONS
- Application of a self-enhancing classification method to electromyography pattern recognition for multifunctional prosthesis control
- (2013) Xinpu Chen et al. Journal of NeuroEngineering and Rehabilitation
- Feature reduction and selection for EMG signal classification
- (2012) Angkoon Phinyomark et al. EXPERT SYSTEMS WITH APPLICATIONS
- Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
- (2012) Geoffrey Hinton et al. IEEE SIGNAL PROCESSING MAGAZINE
- LIBSVM
- (2012) Chih-Chung Chang et al. ACM Transactions on Intelligent Systems and Technology
- Electromyogram pattern recognition for control of powered upper-limb prostheses: State of the art and challenges for clinical use
- (2011) Erik Scheme et al. JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT
- Quantifying Pattern Recognition—Based Myoelectric Control of Multifunctional Transradial Prostheses
- (2010) Guanglin Li et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Adaptive Pattern Recognition of Myoelectric Signals: Exploration of Conceptual Framework and Practical Algorithms
- (2009) J.W. Sensinger et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Recognition of Handwriting from Electromyography
- (2009) Michael Linderman et al. PLoS One
- Surface EMG in advanced hand prosthetics
- (2008) Claudio Castellini et al. BIOLOGICAL CYBERNETICS
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