Listed here are some of my publications with my students and co-researchers. I work with various lovely people on brain research, cardiac arrhythmia detection and muscular activity. Research projects where I contributed as co-supervisor/co-researcher are excluded from the list. You may go to the main researcher’s webpage for the information.

Oh, by the way, my students and I occasionally work on electronic design projects. 

Brain Research

YearPublication TypeKeywordsTitlePublisher/Journal Name
2021ISI JournalCNN, Deep learning, BCI, Motor imageryCompact convolutional neural network (CNN) based on SincNet for end-to-end motor imagery decoding and analysisBiocybernetics and Biomedical Engineering
2021ISI JounalCNN, Deep learning, BCI, Mental imageryMental imagery classification using 1-Dimensional Convolutional Neural Network for Target Selection in Single Channel BCI Controlled Mobile RobotNeural Computing and Applications
2018ScopusEEG, BCI, SVMSingle channel electroencephalogram (EEG) brain computer interface (BCI) feature extraction and quantization method for support vector machine classificationInternational Journal of Engineering & Technology
2018ScopusBrain electrical activity, EEG, PCA, Handwriting, Graphic ruleHandwriting dynamic features and brain electrical activity related to graphic rule based on principal component analysisJournal of Telecommunication Electronic and Computer Enginerering
2016Scopuscortico-cortical coherence, Handwriting, Graphic ruleCharacterization of young children with preferred and non-preferred graphic rule during drawingJurnal Teknologi – Special Edition (Medical Signal and Image Processing Technology)
2015ScopusPDC, EEG power, Mental arithmeticBrain functional connectivity and power spectrum analyses during mental arithmeticJurnal Teknologi – Special Edition (Medical Signal and Image Processing Technology)
2015ScopusEye therapy, EEG, Visual stressEye Therapy effects on visual stress based on electroencephalogram signalsJurnal Teknologi – Special Edition (Medical Signal and Image Processing Technology)
2013ScopusEEG, BCI, Visual imageryEEG based BCI using visual imagery task for robot controlJurnal Teknologi
2011Proceeding (Scopus-indexed)EEG, BCI, WirelessEEG patterns for driving wireless control robotIFMBE Proceedings
2007ISI JournalConcurrent visual stimulation, EEG, Cortico-muscular synchronization, CoherenceEffects of concurrent visual tasks on cortico-muscular synchronization in humansBrain Research
2006ISI JournalVisual stimulation, EEG, Coherence, Isometric contractionEffects of visual stimulation on cortico-spinal coherence during isometric hand contraction in humansInternational Journal of Psychophysiology

Cardiac Arryhthmia Detection

YearPublication TypeKeywordsTitlePublisher/Journal Name
2016ISI JournalECG, Atrial fibrillation, Second order dynamicsDynamic ECG features for atrial fibrillation recognitionComputer Methods and Programs in Biomedicine
2016ISI JournalECG, Atrial fibrillation, Second order dynamicsAtrial fibrillation classification and association between the natural frequency and the autonomic nervous systemInternational Journal of Cardiology
2013ISI JournalECG, Ventricular tachycardia, Vetnricular fibrillation, Second order dynamicsA new semantic mining approach for detecting ventricular tachycardia and ventricular fibrillationBiomedical Signal Processing and Control
2012ISI JournalECG, Ventricular tachycardia, Vetnricular fibrillation, Second order dynamicsCharacterization of ventricular arrhythmias using a semantic mining algorithmJournal of Mechanics in Medicine and Biology
2012ERAECG, Ventricular tachycardia, Vetnricular fibrillation, Second order dynamicsCharacterization of ventricular tachycardia and fibrillation using semantic miningComputer and Information Science

Muscular Activity

YearPublication TypeKeywordsTitlePublisher/Journal Name
2017ScopusFine motor, EMG, Special childrenCase study on fine motor skills of special children when using light and sound toolJournal of Telecommunication, Electronic and Computer Engineering

Electronic Design

YearPublication TypeKeywordTitlePublisher/Journal Name
2013ScopusWireless monitoring, ZigbeeWireless temperature monitoring system for blood bank using ZigbeeJurnal Teknologi
BCI, Cursor controlMoving one dimensional cursor using extracted parameterSignal Processing: An International Journal (SPIJ)