Finger Movement Classification Based on Statistical and Frequency Features Extracted from Surface EMG Signals

2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2) ◽

10.1109/ic4me247184.2019.9036671 ◽

2019 ◽

Cited By ~ 1

Author(s):

Chyon Krishno Bhattachargee ◽

Niloy Sikder ◽

Md. Tariq Hasan ◽

Abdullah-Al Nahid

Keyword(s):

Surface Emg ◽

Finger Movement ◽

Frequency Features ◽

Movement Classification

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A Study of Finger Movement Classification Based On 2-sEMG Channels

2020 7th NAFOSTED Conference on Information and Computer Science (NICS) ◽

10.1109/nics51282.2020.9335895 ◽

2020 ◽

Author(s):

Thuy Le - Nguyen Thi ◽

Phuc Viet Ho ◽

Tuan Van Huynh

Keyword(s):

Finger Movement ◽

Movement Classification

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Finger Movement Classification for an Electrocorticographic BCI

2007 3rd International IEEE/EMBS Conference on Neural Engineering ◽

10.1109/cne.2007.369644 ◽

2007 ◽

Cited By ~ 16

Author(s):

Pradeep Shenoy ◽

Kai J. Miller ◽

Jeffrey G. Ojemann ◽

Rajesh P.N. Rao

Keyword(s):

Finger Movement ◽

Movement Classification

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Optimal Placement of Multi-Channels sEMG Electrod for Finger Movement Classification

Proceedings of the 2017 4th International Conference on Biomedical and Bioinformatics Engineering - ICBBE 2017 ◽

10.1145/3168776.3168802 ◽

2017 ◽

Author(s):

Direk Sueaseenak ◽

Thunchanok Uburi ◽

Paphawarin Tirasuwannarat

Keyword(s):

Optimal Placement ◽

Finger Movement ◽

Movement Classification

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Time-frequency Features Differentiate Direction of Finger Movement in Cued and Self-paced Tasks

Conference Proceedings. 2nd International IEEE EMBS Conference on Neural Engineering, 2005. ◽

10.1109/cne.2005.1419682 ◽

2005 ◽

Cited By ~ 2

Author(s):

R.D. Ranaweera ◽

T.M. Talavage ◽

A. Krishnan

Keyword(s):

Finger Movement ◽

Time Frequency ◽

Frequency Features

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Microneedle-based high-density surface EMG interface with high selectivity for finger movement recognition

2016 IEEE International Conference on Robotics and Automation (ICRA) ◽

10.1109/icra.2016.7487229 ◽

2016 ◽

Cited By ~ 1

Author(s):

Minjae Kim ◽

Dong Sung Kim ◽

Wan Kyun Chung

Keyword(s):

High Selectivity ◽

Surface Emg ◽

High Density ◽

Finger Movement ◽

Movement Recognition ◽

Density Surface

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Finger Movement Pattern Recognition from Surface EMG Signals Using Machine Learning Algorithms

ICTMI 2017 ◽

10.1007/978-981-13-1477-3_7 ◽

2019 ◽

pp. 75-89 ◽

Cited By ~ 2

Author(s):

Shravan Krishnan ◽

Ravi Akash ◽

Dilip Kumar ◽

Rishab Jain ◽

Karthik Murali Madhavan Rathai ◽

...

Keyword(s):

Machine Learning ◽

Pattern Recognition ◽

Learning Algorithms ◽

Movement Pattern ◽

Surface Emg ◽

Machine Learning Algorithms ◽

Finger Movement

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Optimal feature set for finger movement classification based on sEMG

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2018.8513436 ◽

2018 ◽

Cited By ~ 4

Author(s):

Ahmad A. Al-Taee ◽

Adel Al-Jumaily

Keyword(s):

Finger Movement ◽

Optimal Feature ◽

Movement Classification

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A robust myoelectric pattern recognition using online sequential extreme learning machine for finger movement classification

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2015.7320069 ◽

2015 ◽

Cited By ~ 4

Author(s):

Khairul Anam ◽

Adel Al-Jumaily

Keyword(s):

Pattern Recognition ◽

Extreme Learning Machine ◽

Finger Movement ◽

Learning Machine ◽

Movement Classification

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A novel extreme learning machine for dimensionality reduction on finger movement classification using sEMG

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) ◽

10.1109/ner.2015.7146750 ◽

2015 ◽

Cited By ~ 5

Author(s):

Khairul Anam ◽

Adel Al-Jumaily

Keyword(s):

Dimensionality Reduction ◽

Extreme Learning Machine ◽

Finger Movement ◽

Learning Machine ◽

Movement Classification

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Comparison of EEG Pattern Recognition of Motor Imagery for Finger Movement Classification

Proceeding of the Electrical Engineering Computer Science and Informatics ◽

10.11591/eecsi.v6.2014 ◽

2019 ◽

Vol 6 (1) ◽

Author(s):

Khairul Anam ◽

Mohammad Nuh ◽

Adel Al-Jumaily

Keyword(s):

Pattern Recognition ◽

Motor Imagery ◽

Finger Movement ◽

Eeg Pattern ◽

Eeg Pattern Recognition ◽

Movement Classification

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