Evaluation of time-domain features for motor imagery movements using FCM and SVM
Brain–Machine Interface is a direct communication pathway between brain and an external electronic device. BMIs aim to translate brain activities into control commands. To design a system that translates brain waves and its activities to desired commands, motor imagery tasks classification is the c...
| Main Authors: | Khorshidtalab, Aida, Salami, Momoh Jimoh Eyiomika, Hamedi , Mahyar |
|---|---|
| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2012
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/26866/ http://irep.iium.edu.my/26866/1/AidaPaper2012A.pdf |
Similar Items
Evaluating the effectiveness of time-domain features for motor imagery movements using SVM
by: Khorshidtalab, Aida, et al.
Published: (2012)
by: Khorshidtalab, Aida, et al.
Published: (2012)
Robust classification of motor imagery EEG signals using statistical time–domain features
by: Khorshidtalab, Aida, et al.
Published: (2013)
by: Khorshidtalab, Aida, et al.
Published: (2013)
Motor imagery task classification using transformation based features
by: Khorshidtalab, Aida, et al.
Published: (2017)
by: Khorshidtalab, Aida, et al.
Published: (2017)
A transform-based feature extraction approach for motor imagery tasks classification
by: Baali, Hamza, et al.
Published: (2015)
by: Baali, Hamza, et al.
Published: (2015)
Artificial neural network model for predicting wet scrubber performance
by: Danzomo, Bashir Ahmed, et al.
Published: (2012)
by: Danzomo, Bashir Ahmed, et al.
Published: (2012)
Performance evaluation of the deconvolution techniques used in analyzing multicomponent transient signals
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2000)
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2000)
Parameter estimation of multicomponent transient signals using deconvolution and ARMA modelling techniques
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2003)
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2003)
Design and implementation of DSP-based intelligent controller for automobile braking system
by: Sidek, Shahrul Na'im, et al.
Published: (2001)
by: Sidek, Shahrul Na'im, et al.
Published: (2001)
Two level Differential Evolution algorithms for ARMA parameters estimatio
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2013)
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2013)
The analysis performance of effectiveness and security metric IT domain
by: Ismail, Azizan, et al.
Published: (2018)
by: Ismail, Azizan, et al.
Published: (2018)
Time domain feature extraction technique for earth's electric field signal prior to the earthquake
by: winda, Astuti, et al.
Published: (2013)
by: winda, Astuti, et al.
Published: (2013)
Design of intelligent multifinger gripper for a robotic arm using a DSP-based fuzzy controller
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2000)
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2000)
EEG based robot control
by: Khorshidtalab, Aida, et al.
Published: (2011)
by: Khorshidtalab, Aida, et al.
Published: (2011)
Solar-based fuzzy intelligent water sprinkle system
by: Muhida, Riza, et al.
Published: (2011)
by: Muhida, Riza, et al.
Published: (2011)
Real-time tracking using edge and color feature
by: A. Aziz, Nor Nadirah, et al.
Published: (2014)
by: A. Aziz, Nor Nadirah, et al.
Published: (2014)
Educational features of Malaysian robot contest
by: Shafie, Amir Akramin, et al.
Published: (2004)
by: Shafie, Amir Akramin, et al.
Published: (2004)
Time domain feature extraction technique for earth’s electric field signal prior to the earthquake
by: Astuti , Winda, et al.
Published: (2013)
by: Astuti , Winda, et al.
Published: (2013)
Development of brain-controlled assistive feeding
system
by: Khorshidtalab, Aida, et al.
Published: (2015)
by: Khorshidtalab, Aida, et al.
Published: (2015)
EEG signal classification for real-time brain-computer interface applications: a review
by: Khorshidtalab, A., et al.
Published: (2011)
by: Khorshidtalab, A., et al.
Published: (2011)
Real time implementation of NARMA-L2 control of a Single Link Manipulator
by: Mokri, S, et al.
Published: (2008)
by: Mokri, S, et al.
Published: (2008)
3D visualization of movements can amplify motor cortex activation during subsequent motor imagery
by: Sollfrank, T., et al.
Published: (2015)
by: Sollfrank, T., et al.
Published: (2015)
High watermarking capacity based on spatial domain technique
by: Zeki, Akram M., et al.
Published: (2011)
by: Zeki, Akram M., et al.
Published: (2011)
Analysis of different level of EOG signal from eye movement for wheelchair control
by: Mohd Noor, Nurul Muthmainnah, et al.
Published: (2013)
by: Mohd Noor, Nurul Muthmainnah, et al.
Published: (2013)
Motor imagery ability and internal representation of movement in children with probable developmental coordination disorder
by: Reynolds, J., et al.
Published: (2015)
by: Reynolds, J., et al.
Published: (2015)
Review of different strategies for coordinative planning of multi-agent systems
by: Hamad Khaleefah, Shihab, et al.
Published: (2019)
by: Hamad Khaleefah, Shihab, et al.
Published: (2019)
Automatic Arabic Recognition System based on Support Vector Machines (SVM)
by: Astuti, Winda, et al.
Published: (2011)
by: Astuti, Winda, et al.
Published: (2011)
Feature selection for classification of hyperspectral data by SVM
by: Pal, Mahesh, et al.
Published: (2010)
by: Pal, Mahesh, et al.
Published: (2010)
ECG parametric modeling based on signal dependent orthogonal transform
by: Baali, Hamza, et al.
Published: (2014)
by: Baali, Hamza, et al.
Published: (2014)
Hybrid technique using singular value decomposition (SVD) and support vector machine (SVM) approach for earthquake prediction
by: Astuti, Winda, et al.
Published: (2014)
by: Astuti, Winda, et al.
Published: (2014)
An agile FCM for real-time modeling of dynamic and real-life systems
by: Motlagh, Omid Reza Esmaeili, et al.
Published: (2015)
by: Motlagh, Omid Reza Esmaeili, et al.
Published: (2015)
The classification of movement intention through machine learning models: the identification of significant time-domain EMG features
by: Ismail, Mohd Khairuddin, et al.
Published: (2021)
by: Ismail, Mohd Khairuddin, et al.
Published: (2021)
The beneficial of wetland Tanjung Piai to community
by: Mohammed Almabrouk Okashah, Ali, et al.
Published: (2020)
by: Mohammed Almabrouk Okashah, Ali, et al.
Published: (2020)
Evaluation of feature selection algorithm for android malware detection
by: Mazlan, Nurul Hidayah, et al.
Published: (2018)
by: Mazlan, Nurul Hidayah, et al.
Published: (2018)
Active vibration control using piezoelectric actuator: implementation of ant colony optimization technique in virtual experimentation
by: Md Nor, Khairul Affendy, et al.
Published: (2014)
by: Md Nor, Khairul Affendy, et al.
Published: (2014)
A piezoelectric based energy harvester with magnetic interactions: modelling and simulation
by: Ibrahim , Dauda Sh., et al.
Published: (2015)
by: Ibrahim , Dauda Sh., et al.
Published: (2015)
Optimal particle ratio to maximize the dynamic range of Magnetorheological Fluid (MRF) damper for prosthetic limb
by: Nordin, Norhidayati Diana, et al.
Published: (2015)
by: Nordin, Norhidayati Diana, et al.
Published: (2015)
Piezoelectric based vibration energy harvester with tip attraction magnetic force: modeling and simulation
by: Ibrahim , Dauda Sh., et al.
Published: (2014)
by: Ibrahim , Dauda Sh., et al.
Published: (2014)
Fabrication of dual- and single-layer piezo resistive micro cantilever sensor
by: Ab Rahim, Rosminazuin, et al.
Published: (2015)
by: Ab Rahim, Rosminazuin, et al.
Published: (2015)
Intelligent trajectory conversion and inverse dynamic control of a 3-DOF neuro-rehabilitation platform
by: Sado, Fatai, et al.
Published: (2015)
by: Sado, Fatai, et al.
Published: (2015)
Analysis of design tool attributes with regards to sustainability benefits
by: Zain, Saidi, et al.
Published: (2017)
by: Zain, Saidi, et al.
Published: (2017)
Similar Items
-
Evaluating the effectiveness of time-domain features for motor imagery movements using SVM
by: Khorshidtalab, Aida, et al.
Published: (2012) -
Robust classification of motor imagery EEG signals using statistical time–domain features
by: Khorshidtalab, Aida, et al.
Published: (2013) -
Motor imagery task classification using transformation based features
by: Khorshidtalab, Aida, et al.
Published: (2017) -
A transform-based feature extraction approach for motor imagery tasks classification
by: Baali, Hamza, et al.
Published: (2015) -
Artificial neural network model for predicting wet scrubber performance
by: Danzomo, Bashir Ahmed, et al.
Published: (2012)