Cover Image

Brain machine interface: A comparison between fuzzy and neural classifiers

Link to publisher's homepage at http://www.ijicic.org/

Saved in:

Bibliographic Details
Main Authors:	Hema, Chengalvarayan Radhakrishnamurthy, Paulraj, Murugesapandian, Ramachandran, Nagarajan, Sazali, Yaacob, Abdul Hamid, Adom
Other Authors:	hema@unimap.edu.my
Format:	Article
Language:	English
Published:	ICIC International 2009
Subjects:	Brain machine interfaces EEG signal processing Fuzzy classifier Mental tasks Neurodegenerative Biomedical engineering
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/7376
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Brain machine interface: classification of mental tasks using short-time PCA and recurrent neural networks
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2009)

EEG signal classification using Particle Swarm Optimization (PSO) neural network for brain machine interfaces
by: Paulraj, Murugesapandian, et al.
Published: (2009)

Control brain machine interface for a power wheelchair
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2011)

Neuro-Fuzzy based motor imagery classification for a four class brain machine interface
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2009)

Brain machine interface: Analysis of segmented EEG signal classification using short-time PCA and recurrent neural networks
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2011)

Detection of wrist movement using EEG signal for brain machine interface
by: Farid, Ghani, Prof. Dr., et al.
Published: (2014)

Functional link PSO neural network based classification of EEG mental task signals
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2009)

EEG signal recognition for brain word interface using wavelet decomposition
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2010)

Brain machine interface: motor imagery recognition with different signal length representations
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2009)

Recognition of motor imagery of hand movements for a BMI using PCA features
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2009)

Fuzzy based classification of EEG mental tasks for a brain machine interface
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2009)

EEG classification using radial basis PSO neural network for brain machine interfaces
by: Paulraj, Murugesapandian, et al.
Published: (2009)

Brain Machine Interface Controlled Robot Chair
by: Hema Chengalvarayan, Radhakrishnamurthy
Published: (2010)

A Study of Informative EEG Channel and Brain Region for Typing Activity
by: Ng Wei, Bin, et al.
Published: (2020)

Brain machine interface for physically retarded people using colour visual tasks
by: Pandiyan, Paulraj Murugesa, Prof. Dr., et al.
Published: (2014)

Classification of eeg based task on colour visualization and colour imagery
by: Purushothaman, Divakar
Published: (2014)

Brain machine interface based wheelchair control with minimal subject training
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2009)

Brain signatures: a modality for biometric authentication
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2009)

Single trial motor imagery classification for a four state brain machine interface
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2009)

Human emotions classification and EEG channel reduction: A review
by: Intan Farlina Zaimatulaili, Mohd Idris, et al.
Published: (2013)

BMI using spectral energy entropy for colour visual tasks
by: Divakar, Purushothaman, et al.
Published: (2012)

Classification of EEG colour imagination tasks based BMI using energy and entropy features
by: Paulraj, Murugesa Pandiyan, Assoc. Prof. Dr., et al.
Published: (2012)

Multiple physiological signal-based human stress identification using non-linear classifiers
by: Karthikeyan, Palanisamy, et al.
Published: (2014)

Appraising human emotions using time frequency analysis based EEG alpha band features
by: M. Murugappan, et al.
Published: (2009)

A Review on Development of an EEG-based Biometric Authentication System
by: Ong, Zhi Ying, et al.
Published: (2019)

Identification of retina image size in relation to Electrooculography signal
by: Siti Zubaidah, Mohd Tumari, et al.
Published: (2012)

Electroencephalogram (EEG)-based systems to monitor driver fatigue: a review
by: Seri Rahayu, Kamat, et al.
Published: (2022)

A study of noise effect on the fast brain activity
by: Nur Farahiyah, Mohammad, et al.
Published: (2009)

Application-specific multichannel EEG data acquisition system for portable biomedical application
by: Paulraj, Murugesa Pandian, Dr., et al.
Published: (2013)

Development of low cost EEG monitoring device
by: Mohammad Hakimi, Johari
Published: (2016)

Development of low cost EEG monitoring device
by: Mohammad Hakimi, Johari
Published: (2016)

Subtractive fuzzy classifier based driver distraction levels classification using EEG
by: Wali, Mousa Kadhim, et al.
Published: (2014)

Implementing eigen features methods/neural network for EEG signal analysis
by: Saidatul Ardeenawatie, Awang, et al.
Published: (2014)

Digital Signal Processing
by: Yogeswaran, Seleappan
Published: (2011)

Asynchronous brain machine interface-based control of a wheelchair
by: Hema, Chengalvarayan Radhakrishnamurthy, et al.
Published: (2011)

Segmentation of heart sound signal into cycles based on time properties of the heart sound
by: Mohd Zubir, Suboh, et al.
Published: (2012)

Fuzzy logic to optimize traffic signal control in a congested area / Nor Suhaili Abdul Aziz and Noraini Noordin
by: Abdul Aziz, Nor Suhaili Abdul Aziz, et al.
Published: (2019)

Differentiate Characteristic EEG Tobacco Smoking and Nonsmoking
by: Lim Chee, Chin, et al.
Published: (2020)

Physiological signals based human emotion recognition: A review
by: S., Jerritta, et al.
Published: (2011)

Elbow movement detection using brain computer interface
by: Farid, Ghani, Prof. Dr., et al.
Published: (2013)