表紙画像

Motor imagery task classification using transformation based features

tThis paper proposes a feature extraction method named as LP QR, based on the decomposition of theLPC filter impulse response matrix of the signal of interest. This feature extraction method is inspired byLP SVD and is tested in the context of motor imagery electroencephalogram. The extracted featur...

保存先:

書誌詳細
主要な著者:	Khorshidtalab, Aida, Salami, Momoh Jimoh Eyiomika, Akmeliawati, Rini
フォーマット:	論文
言語:	English English English
出版事項:	2017
主題:	TK Electrical engineering. Electronics Nuclear engineering
オンライン･アクセス:	http://irep.iium.edu.my/53662/1/2017_aida_biomedical.pdf http://irep.iium.edu.my/53662/7/53662_Motor%20imagery%20task%20classification%20using%20transformation%20based%20features_SCOPUS.pdf http://irep.iium.edu.my/53662/8/53662_Motor%20imagery%20task%20classification%20using%20transformation%20based%20features_WoS.pdf http://irep.iium.edu.my/53662/ http://doi.org/10.1016/j.bspc.2016.12.006
タグ:	タグ追加タグなし, このレコードへの初めてのタグを付けませんか!

類似資料

A transform-based feature extraction approach for motor imagery tasks classification
著者:: Baali, Hamza, 等
出版事項: (2015)

Robust classification of motor imagery EEG signals using statistical time–domain features
著者:: Khorshidtalab, Aida, 等
出版事項: (2013)

Evaluation of time-domain features for motor imagery movements using FCM and SVM
著者:: Khorshidtalab, Aida, 等
出版事項: (2012)

ECG parametric modeling based on signal dependent orthogonal transform
著者:: Baali, Hamza, 等
出版事項: (2014)

Evaluating the effectiveness of time-domain features for motor imagery movements using SVM
著者:: Khorshidtalab, Aida, 等
出版事項: (2012)

Empirical Mode Decomposition Coupled with Fast Fourier Transform based Feature Extraction Method for Motor Imagery Tasks Classification
著者:: Islam, Md Nahidul, 等
出版事項: (2020)

MOTOR IMAGERY CLASSIFICATION FOR BCI USING STOCKWELL TRANSFORM, DEEP METRIC LEARNING, AND DCNN WITH MIXUP AUGMENTATION
著者:: ALWASITI, HAIDER
出版事項: (2021)

Dynamic approach for real-time skin detection
著者:: Bilal, Sara, 等
出版事項: (2012)

Transform based approach for ECG period normalization
著者:: Baali, Hamza, 等
出版事項: (2011)

Artificial Intelligent Based Friction Modelling and Compensation in Motion Control System
著者:: Tijani, Ismaila, 等
出版事項: (2011)

Development of brain-controlled assistive feeding system
著者:: Khorshidtalab, Aida, 等
出版事項: (2015)

EEG based robot control
著者:: Khorshidtalab, Aida, 等
出版事項: (2011)

CLASSIFICATION OF MOTOR IMAGERY BASED ELECTROENCEPHALOGRAPHIC BRAIN COMPUTER INTERFACE USING BRAIN CONNECTIVITY
著者:: AWAIS, MUHAMMAD AHSAN
出版事項: (2021)

Human upper body pose region estimation
著者:: Bilal, Sara Mohammed Osman Saleh, 等
出版事項: (2013)

Classification Of EEG Imagery Motor Function Using 3D Convolutional Neural Network
著者:: Kanesan, Thivagar
出版事項: (2020)

The classification of motor imagery response: an accuracy enhancement through the ensemble of random subspace k-NN
著者:: Rashid, Mamunur, 等
出版事項: (2021)

EEG Analysis and Modeling of Motor Imagery for Rehabilitation
著者:: Lee, Zhuo Xuan
出版事項: (2024)

EEG based BCI using visual imagery task for robot control
著者:: Husnaini, Azmy, 等
出版事項: (2013)

Dynamic approach for real-time skin detection
著者:: Bilal, Sara Mohammed Osman Saleh, 等
出版事項: (2012)

Adaptive Short Time Fourier Transform (STFT) analysis of Seismic Electric Signal (SES): A comparison of hamming and rectangular window
著者:: Astuti , Winda, 等
出版事項: (2012)

Electrocorticography based motor imagery movements classification using long short-term memory (LSTM) based on deep learning approach
著者:: Rashid, Mamunur, 等
出版事項: (2020)

Analysis of mental imagery based cognitive tasks for brain computer interface
著者:: Tang, Chee Hoe
出版事項: (2019)

Time domain feature extraction technique for earth’s electric field signal prior to the earthquake
著者:: Astuti , Winda, 等
出版事項: (2013)

Singular Value Decomposition (SVD)-based orthogonal transform approach for earth’s electric field signal processing
著者:: Astuti, Winda, 等
出版事項: (2014)

Vascular dementia classification based on hilbert huang transform as feature extractor
著者:: Wan Musa, W. N. S., 等
出版事項: (2019)

Hidden Markov model for human to computer interaction: A study on human hand gesture recognition
著者:: Bilal, Sara Mohammed Osman Saleh, 等
出版事項: (2013)

Compact and interpretable convolutional neural network architecture for electroencephalogram based motor imagery decoding
著者:: Ahmad Izzuddin, Tarmizi
出版事項: (2022)

Modeling of human upper body for sign language recognition
著者:: Bilal, Sara Mohammed Osman Saleh, 等
出版事項: (2011)

Feature extraction of EEG signal using wavelet transform for autism classification
著者:: Lung, Chuin Cheong, 等
出版事項: (2015)

Brain-computer interface algorithm based on wavelet-phase stability analysis in motor imagery experiment
著者:: Mohd. Rafi, Muhamad Firdaus, 等
出版事項: (2020)

Recent trends in eeg-based motor imagery signal analysis and recognition: a comprehensive review.
著者:: Sharma, Neha, 等
出版事項: (2023)

Channel selection for common spatial pattern Based on energy calculation of motor imagery EEG signal
著者:: Hilman, Fauzi, 等
出版事項: (2017)

Mental task motor imagery classifications for noninvasive brain computer interface
著者:: Abdalsalam M., E., 等
出版事項: (2014)

Mental Task Motor Imagery Classifications for Noninvasive Brain Computer Interface
著者:: Mohamed, Eltaf Abdalsalam, 等
出版事項: (2014)

Brain activity during motor task with concurrent visual stimulation
著者:: Ali, Siti Hajar Aminah, 等
出版事項: (2011)

Time domain feature extraction technique for earth's electric field signal prior to the earthquake
著者:: winda, Astuti, 等
出版事項: (2013)

Comparing Autoregressive Moving Average (ARMA) coefficients determination using artificial neural network with other techniques
著者:: Aibinu, Abiodun Musa, 等
出版事項: (2008)

Planar Task Space Control of a Biarticular Manipulator Driven by Spiral Motors
著者:: Shukor, Ahmad Zaki, 等
出版事項: (2012)

Classification of mental tasks using de-noised EEG Signals
著者:: Mohd Daud, Salwani, 等
出版事項: (2004)

Classification of mental tasks using de-noised EEG signals
著者:: Daud, Salwani, 等
出版事項: (2004)