Convolution Neural Network Performance in Recognising EEG Signals of Dyslexic Children

QR Code

Convolution Neural Network Performance in Recognising EEG Signals of Dyslexic Children

Dyslexia diagnosis in children could not be performed in the absence of a specialist. This issue can be overcome with the use of advanced technology. Using convolution neural networks (CNN), the automatic classification of dyslexia from electroencephalogram (EEG) can be achieved. The role of the CNN...

Full description

Bibliographic Details
Published in:	7th IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 2022 - Proceedings
Main Author:	Mansor W.; Ahmad Zainuddin A.Z.; Mohd Hanafi M.F.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2022
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85152369913&doi=10.1109%2fIECBES54088.2022.10079531&partnerID=40&md5=5dc06644136703fe06b3b42c66114134

Similar Items

Recognition of EEG signals of dyslexic children using long short-term memory
by: Hanafi M.F.M.; Mansor W.; Zainuddin A.Z.A.
Published: (2023)

Frequency analysis of EEG signal generated from dyslexic children
by: Fadzal C.W.N.F.C.W.; Mansor W.; Lee K.Y.; Mohamad S.; Amirin S.
Published: (2012)

Comparison between characteristics of eeg signal generated from dyslexic and normal children
by: Che Wan Fadzal C.W.N.F.; Mansor W.; Lee Y.K.; Mohamad S.; Mohamad N.; Amirin S.
Published: (2012)

Welch power spectral density of EEG signal generated from dyslexic children
by: Che Wan Fadzal C.W.N.F.; Mansor W.; Khuan L.Y.; Mohamad N.B.; Mahmoodin Z.; Mohamad S.; Amirin S.
Published: (2014)

EEG Signals Identification Using Neural Network Due To Radiofrequency Exposure
by: Isa R.M.; Nasir Taib M.; Mohd Aris S.A.
Published: (2023)

Classification of frontal EEG signals of normal subjects to differentiate gender by using Artificial Neural Network
by: Ghani S.A.; Zaini N.; Norhazman H.; Yassin I.M.; Sani M.M.
Published: (2017)

Convolutional Neural Network for Transmission Line Fault Diagnosis Based on Signal Segmentation Approach
by: Omar A.M.S.; Samat A.A.A.; Faisal F.; Osman M.K.; Ibrahim M.N.; Hussain Z.
Published: (2023)

Spectral analysis based brain imaging of normal, poor dyslexic, and capable dyslexic children in reading, writing and spelling task
by: Mohamad N.B.; Lee K.Y.; Mansor W.; Mahmoodin Z.; Che Wan Fadzal C.W.N.F.; Mohamad S.; Amirin S.
Published: (2014)

Mu Rhythm EEG Signals Analysis during Fingers Movements in Mirror Therapy
by: Mansor W.; Jaafar N.; Morawakage D.P.; Kamaru Zaman F.H.; Che Daud A.Z.; Ahmad Roslan N.F.; Hassan Z.
Published: (2022)

Support vector machine with theta-beta band power features generated from writing of dyslexic children
by: Mahmoodin Z.; Lee K.Y.; Mansor W.; Zainuddin A.Z.A.
Published: (2019)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri, et al.
Published: (2024)

Dysphoria detection using EEG signals
by: Kamaruddin N.; Nasir M.H.M.; Wahab A.
Published: (2019)

Spectral analysis of EEG signals generated from imagined writing
by: Ismail K.A.; Mansor W.; Khuan L.Y.; Wan Fadzal C.W.N.F.C.
Published: (2012)

Spectral Analysis of EEG Signals of Imagined Hand Twisting for Post-stroke Rehabilitation
by: Azmi I.N.; Mansor W.; Ahmad N.F.
Published: (2021)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri K.N.; Yazid F.; Mohd Zain M.N.; Md Yusof Z.; Abdul Rani R.; Zoolfakar A.S.
Published: (2024)

Convolutional Neural Network Object Detection Algorithm for Identifying Species of Panthera
by: Akmal Yazid M.N.; Zainal Abidin N.A.; Aminuddin R.; Mohamed Ibrahim A.Z.; Ibrahim Teo N.H.; Nabilah Mohd Nasir S.D.; Hamzah R.; Fariza Abu Samah K.A.
Published: (2023)

An EEG-Based Visual Working Memory Assessment Protocol for Children
by: Azhan M.N.M.; Megat Ali M.S.A.; Mansor W.; Zainal Abidin N.A.; Jahidin A.H.; Mohd Yassin A.I.; Mohd Rozlan M.F.R.; Mahmoodin Z.
Published: (2023)

Skin Cancer Prediction Using Convolutional Neural Network
by: Bin Ahmad Jawahil Bokori S.A.; Mitani Y.
Published: (2024)

Sales Forecasting Using Convolution Neural Network
by: Amir W.K.H.W.K.; Soom A.B.M.; Jasin A.M.; Ismail J.; Asmat A.; Rahman R.A.
Published: (2023)

Performance evaluation for vision-based vehicle classification using Convolutional Neural Network
by: Safiyah R.D.; Rahim Z.A.; Syafiq S.; Ibrahim Z.; Sabri N.
Published: (2018)

Age group classification using Convolutional Neural Network (CNN)
by: Mustapha M.F.; Mohamad N.M.; Osman G.; Hamid S.H.A.
Published: (2021)

Recognition of Radar-Based Deaf Sign Language Using Convolution Neural Network
by: Malik M.D.H.D.; Mansor W.; Rashid N.E.A.; Rahman M.Z.U.
Published: (2023)

Classification of dyslexic and normal children during resting condition using KDE and MLP
by: Karim I.; Abdul W.; Kamaruddin N.
Published: (2013)

Motorcycle detection using deep learning convolution neural network
by: Ismail F.N.; Yassin I.M.; Ahmad A.; Ali M.S.A.M.; Baharom R.
Published: (2020)

Plant Leaf Classification Using Convolutional Neural Network
by: Othman N.A.; Damanhuri N.S.; Ali N.M.; Chiew Meng B.C.; Abd Samat A.A.
Published: (2022)

Convolutional neural network for solid waste segregation and management
by: Ong T.C.; Yong M.G.O.; Manap N.A.; Abdullah F.; Ong T.S.
Published: (2020)

A Lightweight Convolutional Neural Network for Rice Diseases Classification
by: Ismail M.A.; Rashid M.R.; Ahmad K.A.; Setumin S.; Bakar S.J.A.; Ani A.I.C.
Published: (2024)

Detection of Crack on Asphalt Pavement using Deep Convolutional Neural Network
by: Ahmad Faudzi M.J.A.; Osman M.K.; Muhamed Yusof N.A.; Ahmad K.A.; Ahmad F.; Idris M.; Raof R.A.A.; Nor Hazlyna H.
Published: (2021)

Butterfly family detection and identification using convolutional neural network for lepidopterology
by: Bakri B.A.; Ahmad Z.; Hatim S.M.
Published: (2019)

Ocular Disease Recognition System Using Convolutional Neural Network
by: Fauzi N.I.; Ismail H.; Ahmedy I.
Published: (2024)

Classification of Diabetic Retinopathy Disease Using Convolutional Neural Network
by: Minarno A.E.; Mandiri M.H.C.; Azhar Y.; Bimantoro F.; Nugroho H.A.; Ibrahim Z.
Published: (2022)

Deep convolution neural network for crack detection on asphalt pavement
by: Yusof N.A.M.; Ibrahim A.; Noor M.H.M.; Tahir N.M.; Yusof N.M.; Abidin N.Z.; Osman M.K.
Published: (2019)

Herbal plant recognition using deep convolutional neural network
by: Zin I.A.M.; Ibrahim Z.; Isa D.; Aliman S.; Sabri N.; Mangshor N.N.A.
Published: (2020)

Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN)
by: Sulaiman S.N.; Hassan N.A.; Isa I.S.; Abdullah M.F.; Soh Z.H.C.; Jusman Y.
Published: (2021)

Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal
by: Namazi H.; Khosrowabadi R.; Hussaini J.; Habibi S.; Farid A.A.; Kulish V.V.
Published: (2016)

Implementation of Facial Expression Recognition (FER) Using Convolutional Neural Network (CNN)
by: Abu Mangshor N.N.; Ishak N.H.; Zainurin M.H.; Rashid N.A.M.; Mohd Johari N.F.; Sabri N.
Published: (2024)

Detection of Proliferative Diabetic Retinopathy in Fundus Images Using Convolution Neural Network
by: Abu Hassan H.; Yaakob M.; Ismail S.; Abd Rahman J.; Mat Rusni I.; Zabidi A.; Mohd Yassin I.; Md Tahir N.; Mohamad Shafie S.
Published: (2020)

Classification of Malocclusion using Convolutional Neural Network and Knowledge-Based Systems
by: Sabri F.A.N.M.; Ali A.M.; Rahman A.N.A.A.; Adnan M.A.M.Z.; Salam A.S.A.; Amirah Che D.N.
Published: (2023)

Evaluation of basic convolutional neural network and bag of features for leaf recognition
by: Sahidan N.F.; Juha A.K.; Ibrahim Z.
Published: (2019)

Comparing modified Yolo V5 and Faster Regional Convolutional Neural Network performance for Recycle Waste Classification
by: Hamzah R.; Ang L.; Roslan R.; Ibrahim Teo N.H.; Abdul Samad K.; Fariza Abu Samah K.A.
Published: (2024)