Tong Boon Tang

62 papers B 1C 7Journal 35Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Lightweight Spatio-Temporal Convolutional Neural Network for Audio-Visual Emotion Recognition.
IEEE Trans. Affect. Comput.
Su Yen Ding, Tong Boon Tang, Cheng-Kai Lu
2025 J jnl
Machine Learning in Ambient Assisted Living for Enhanced Elderly Healthcare: A Systematic Literature Review.
IEEE Access
Aabid Ahmad Mir, Ahmad Shahrafidz Khalid, Shahrulniza Musa, Mohammad Faizal Ahmad Fauzi, Normy Norfiza Abdul Razak, Tong Boon Tang
2024 J jnl
Implementation of a Convolutional Neural Network Into an Embedded Device for Polyps Detection.
IEEE Embed. Syst. Lett.
Cheng-Kai Lu, Win Sheng Liew, Tong Boon Tang, Cheng-Hung Lin
2023 J jnl
Advancements in Numerical Methods for Forward and Inverse Problems in Functional near Infra-Red Spectroscopy: A Review.
Axioms
Abida Hussain, Ibrahima Faye, Mohana Sundaram Muthuvalu, Tong Boon Tang, Mudasar Zafar
2023 — conf
Emotion Prediction in Music Based on Artificial Intelligence Techniques.
ICCE-Taiwan
Yen-Jung Lin, Su Yen Ding, Cheng-Kai Lu, Tong Boon Tang, Jun-Yu Shen
2023 C conf
Investigation on Light-Weight Deep Learning Model for Emotion Recognition Using Facial Expressions.
TENCON
Su Yen Ding, Tong Boon Tang, Cheng-Kai Lu
2023 J jnl
Microstates of Dynamic Directed Connectivity Networks Revealing Visual Color Influences on the Brain Information Processing During Learning.
IEEE Access
Chai Meei Tyng, Tong Boon Tang
2023 C conf
Modelling Major Depressive Disorder Antidepressant Treatment Response: A miRNA-based Machine Learning Study.
TENCON
Lok Hua Lee, Cyrus S. H. Ho, Gabrielle W. N. Tay, Cheng-Kai Lu, Tong Boon Tang
2023 — conf
Numerical Solution of Inverse Problem in Functional Near Infrared Spectroscopy using L1-Norm Method.
EMBC
Abida Hussain, Ibrahima Faye, Mohana Sundaram Muthuvalu, Tong Boon Tang
2023 J jnl
Sparsity-Aware Orthogonal Initialization of Deep Neural Networks.
IEEE Access
Kiara Esguerra, Muneeb Nasir, Tong Boon Tang, Afidalina Tumian, Eric Tatt Wei Ho
2022 J jnl
A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility.
Neuroinformatics
Mathew Birdsall Abrams, Jan G. Bjaalie, Samir Das, Gary F. Egan, Satrajit S. Ghosh, Wojtek James Goscinski, Jeffrey S. Grethe, Jeanette Hellgren Kotaleski, Eric Tatt Wei Ho, David N. Kennedy, Linda J. Lanyon, Trygve B. Leergaard, Helen S. Mayberg, Luciano Milanesi, Roman Moucek, Jean-Baptiste Poline, Prasun Roy, Stephen C. Strother, Tong Boon Tang, Paul H. E. Tiesinga, Thomas Wachtler, Daniel K. Wójcik, Maryann E. Martone
2022 J jnl
Correction to: A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility.
Neuroinformatics
Mathew Birdsall Abrams, Jan G. Bjaalie, Samir Das, Gary F. Egan, Satrajit S. Ghosh, Wojtek James Goscinski, Jeffrey S. Grethe, Jeanette Hellgren Kotaleski, Eric Tatt Wei Ho, David N. Kennedy, Linda J. Lanyon, Trygve B. Leergaard, Helen S. Mayberg, Luciano Milanesi, Roman Moucek, Jean-Baptiste Poline, Prasun Roy, Stephen C. Strother, Tong Boon Tang, Paul H. E. Tiesinga, Thomas Wachtler, Daniel K. Wójcik, Maryann E. Martone
2022 J jnl
Decoding the User's Movements Preparation From EEG Signals Using Vision Transformer Architecture.
IEEE Access
Maged S. Al-Quraishi, Irraivan Elamvazuthi, Tong Boon Tang, Muhammad Al-Qurishi, Syed Hasan Adil, Mansoor Ebrahim, Alberto Borboni
2022 J jnl
EDR-Net: Lightweight Deep Neural Network Architecture for Detecting Referable Diabetic Retinopathy.
IEEE Trans. Biomed. Circuits Syst.
Ahmad Bukhari Aujih, Mohd Ibrahim Shapiai, Fabrice Mériaudeau, Tong Boon Tang
2022 J jnl
Non-Oscillatory Connectivity Approach for Classification of Autism Spectrum Disorder Subtypes Using Resting-State fMRI.
IEEE Access
Alishba Sadiq, Mohammed Isam Al-Hiyali, Norashikin Yahya, Tong Boon Tang, Danish M. Khan
2022 J jnl
Wavelet-Based Fractal Analysis of rs-fMRI for Classification of Alzheimer's Disease.
Sensors
Alishba Sadiq, Norashikin Yahya, Tong Boon Tang, Hilwati Hashim, Imran Naseem
2021 J jnl
Automatic Polyp Segmentation in Colonoscopy Images Using a Modified Deep Convolutional Encoder-Decoder Architecture.
Sensors
Chin Yii Eu, Tong Boon Tang, Cheng-Hung Lin, Lok Hua Lee, Cheng-Kai Lu
2021 J jnl
Automatic colonic polyp detection using integration of modified deep residual convolutional neural network and ensemble learning approaches.
Comput. Methods Programs Biomed.
Win Sheng Liew, Tong Boon Tang, Cheng-Hung Lin, Cheng-Kai Lu
2021 J jnl
Detection of Collaterals from Cone-Beam CT Images in Stroke.
Sensors
Azrina Abd Aziz, Lila Iznita Izhar, Vijanth Sagayan Asirvadam, Tong Boon Tang, Azimah Ajam, Zaid Omar, Ahmad Sobri Muda
2020 C conf
A Study on fNIRS-Based Working Memory Load Assessment and Potential Issues with Extracerebral Artifacts.
TENCON
Lim Lam Ghai, Tong Boon Tang
2020 — conf
Characterizing Functional Near Infrared Spectroscopy (fNIRS)-based Connectivity as Cost-effective Small World Network using Orthogonal Minimal Spanning Trees (OMSTs).
EMBC
Yee Ling Chan, Tong Boon Tang
2020 J jnl
Deep learning architectures analysis for age-related macular degeneration segmentation on optical coherence tomography scans.
Comput. Methods Programs Biomed.
Khaled Alsaih, Mohd Zuki Yusoff, Tong Boon Tang, Ibrahima Faye, Fabrice Mériaudeau
2020 J jnl
Functional Near-Infrared Spectroscopy Adaptive Cognitive Training System (FACTS) for Cognitive Underload and Overload Prevention: A Feasibility Study.
IEEE Access
Wei Chun Ung, Fabrice Mériaudeau, Masashi Kiguchi, Tong Boon Tang
2020 — conf
Performance Evaluation Of Convolutions And Atrous Convolutions In Deep Networks For Retinal Disease Segmentation On Optical Coherence Tomography Volumes.
EMBC
Khaled Alsaih, Mohd Zuki Yusoff, Tong Boon Tang, Ibrahima Faye, Fabrice Mériaudeau
2020 J jnl
Retinal Fluid Segmentation Using Ensembled 2-Dimensionally and 2.5-Dimensionally Deep Learning Networks.
IEEE Access
Khaled Alsaih, Mohd Zuki Yusoff, Ibrahima Faye, Tong Boon Tang, Fabrice Mériaudeau
2019 J jnl
Exploring EEG Effective Connectivity Network in Estimating Influence of Color on Emotion and Memory.
Frontiers Neuroinformatics
Chai Meei Tyng, Hafeez Ullah Amin, Lila Iznita Izhar, Mohamad Naufal Mohamad Saad, Mohammad Abdul Rahman, Aamir Saeed Malik, Tong Boon Tang
2019 J jnl
Maritime Shift Workers Sleepiness Detection System With Multi-Modality Cues.
IEEE Access
Rodney Petrus Balandong, Tong Boon Tang, Michelle A. Short, Naufal M. Saad
2019 J jnl
Special Section Guest Editorial: Advanced and Intelligent Vision Systems.
J. Electronic Imaging
Fabrice Mériaudeau, Tong Boon Tang, Irraivan Elamvazuthi
2019 J jnl
Unsupervised Method for Retinal Vessel Segmentation Based on Gabor Wavelet and Multiscale Line Detector.
IEEE Access
Syed Ayaz Ali Shah, Aamir Shahzad, Muhammad Amir Khan, Cheng-Kai Lu, Tong Boon Tang
2018 J jnl
Effectiveness Evaluation of Real-Time Scalp Signal Separating Algorithm on Near-Infrared Spectroscopy Neurofeedback.
IEEE J. Biomed. Health Informatics
Wei Chun Ung, Tsukasa Funane, Takusige Katura, Hiroki Sato, Tong Boon Tang, Ahmad Fadzil M. Hani, Masashi Kiguchi
2018 — conf
Functional Connectivity Analysis on Mild Alzheimer's Disease, Mild Cognitive Impairment and Normal Aging using fNIRS.
EMBC
Tong Boon Tang, Yee Ling Chan
2018 — conf
Fusing Results of Several Deep Learning Architectures for Automatic Classification of Normal and Diabetic Macular Edema in Optical Coherence Tomography.
EMBC
Genevieve C. Y. Chan, Ravi Kamble, Henning Müller, Syed A. A. Shah, Tong Boon Tang, Fabrice Mériaudeau
2018 — conf
Optimizing Mental Workload by Functional Near-Infrared Spectroscopy Based Dynamic Difficulty Adjustment.
EMBC
Wei Chun Ung, Fabrice Mériaudeau, Tong Boon Tang
2018 J jnl
Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach.
Medical Biol. Eng. Comput.
Fares Al-Shargie, Tong Boon Tang, Nasreen Badruddin, Masashi Kiguchi
2017 — conf
Classification of SD-OCT images using a Deep learning approach.
ICSIPA
Muhammad Awais, Henning Müller, Tong Boon Tang, Fabrice Mériaudeau
2017 — conf
Dynamic optimization of mental workload in fNIRS-BCI system for cognitive rehabilitation.
ICSIPA
Wei Chun Ung, Tong Boon Tang, Fabrice Mériaudeau, E. G. M. Ebenezer
2017 — conf
Dynamic point stochastic rounding algorithm for limited precision arithmetic in Deep Belief Network training.
NER
Mohaned Essam, Tong Boon Tang, Eric Tatt Wei Ho, Hsin Chen
2017 J jnl
Early visual analysis tool using magnetoencephalography for treatment and recovery of neuronal dysfunction.
Comput. Biol. Medicine
Waqas Rasheed, Yee Yik Neoh, Nor Hisham Bin Hamid, Faruque Reza, Zamzuri Idris, Tong Boon Tang
2017 J jnl
Experimental analysis of out-of-plane Lorentz force actuated magnetic field sensor.
IEICE Electron. Express
Muhammad Umer Mian, John Ojur Dennis, Mohd Haris M. Khir, Mawahib Gafare Abdalrahman Ahmed, Almur Abdelkreem Saeed Rabih, Tong Boon Tang
2017 J jnl
Stress Assessment Based on Decision Fusion of EEG and fNIRS Signals.
IEEE Access
Fares Al-Shargie, Tong Boon Tang, Masashi Kiguchi
2017 — conf
Transfer learning for Diabetic Macular Edema (DME) detection on Optical Coherence Tomography (OCT) images.
ICSIPA
Genevieve C. Y. Chan, Muhammad Awais, Syed A. A. Shah, Tong Boon Tang, Cheng-Kai Lu, Fabrice Mériaudeau
2016 J jnl
Design of Helical Capacitance Sensor for Holdup Measurement in Two-Phase Stratified Flow: A Sinusoidal Function Approach.
Sensors
Lim Lam Ghai, William K.-S. Pao, Nor Hisham Hamid, Tong Boon Tang
2016 — conf
Mental stress grading based on fNIRS signals.
EMBC
Fares Al-Shargie, Tong Boon Tang, Masashi Kiguchi
2016 J jnl
Optical and capacitive characterization of MEMS magnetic resonator.
IEICE Electron. Express
Muhammad Umer Mian, John Ojur Dennis, Mohd Haris M. Khir, Mawahib Gafare Abdalrahman Ahmed, Almur Abdelkreem Saeed Rabih, Tong Boon Tang
2016 — conf
Smart Glasses for the Visually Impaired People.
ICCHP (2)
Esra Ali Hassan, Tong Boon Tang
2015 — conf
Default mode functional connectivity estimation and visualization framework for MEG data.
NER
Waqas Rasheed, Tong Boon Tang, Nor Hisham Bin Hamid
2015 — conf
Mapping of language brain areas in patients with brain tumors.
EMBC
Rasha Hyder, Nidal S. Kamel, Tong Boon Tang, Faruque Reza
2015 — conf
Simultaneous measurement of EEG-fNIRS in classifying and localizing brain activation to mental stress.
ICSIPA
Fares Al-Shargie, Tong Boon Tang, Nasreen Badruddin, Masashi Kiguchi
2015 J jnl
Vehicle Detection Techniques for Collision Avoidance Systems: A Review.
IEEE Trans. Intell. Transp. Syst.
Amir Mukhtar, Likun Xia, Tong Boon Tang
2015 — conf
Vision based motorcycle detection using HOG features.
ICSIPA
Amir Mukhtar, Tong Boon Tang
2014 J jnl
A High Resolution Capacitive Sensing System for the Measurement of Water Content in Crude Oil.
Sensors
Muhammad Zubair Aslam, Tong Boon Tang
2013 — conf
On-road approaching motorcycle detection and tracking techniques: A survey.
ICCSCE
Amir Mukhtar, Likun Xia, Tong Boon Tang, Khairil Anwar Abu Kassim
2012 C conf
A framework to study time-dependent variability in circuits at sub-35nm technology nodes.
ISCAS
Tong Boon Tang, Alan F. Murray, Binjie Cheng, Asen Asenov
2011 J jnl
Probabilistic neural computing with advanced nanoscale MOSFETs.
Neurocomputing
Nor Hisham Hamid, Tong Boon Tang, Alan F. Murray
2010 J jnl
Methodology of Statistical RTS Noise Analysis With Charge-Carrier Trapping Models.
IEEE Trans. Circuits Syst. I Regul. Pap.
Tong Boon Tang, Alan F. Murray, Scott Roy
2010 C conf
Statistical NBTI-effect prediction for ULSI circuits.
ISCAS
Tong Boon Tang, Alan F. Murray, Binjie Cheng, Asen Asenov
2009 C conf
Integrating RTS Noise into Circuit Analysis.
ISCAS
Tong Boon Tang, Alan F. Murray
2007 J jnl
Adaptive sensor modelling and classification using a continuous restricted Boltzmann machine (CRBM).
Neurocomputing
Tong Boon Tang, Alan F. Murray
2006 B conf
Adaptive Sensor Modelling and Classification using a Continuous Restricted Boltzmann Machine (CRBM).
ESANN
Tong Boon Tang, Alan F. Murray
2006 — —
Ameliorating integrated sensor drift and imperfections : an adaptive 'neural' approach.
Tong Boon Tang
2004 J jnl
Implementation of multichannel sensors for remote biomedical measurements in a microsystems format.
IEEE Trans. Biomed. Eng.
Erik A. Johannessen, Lei Wang, Li Cui, Tong Boon Tang, Mansour Ahmadian, A. Astaras, Stuart W. J. Reid, Philippa S. Yam, Alan F. Murray, Brian W. Flynn, Steve P. Beaumont, David R. S. Cumming, Jonathan M. Cooper
2003 C conf
Adaptive Stochastic Classifier for Noisy pH-ISFET Measurements.
ICANN
Tong Boon Tang, Hsin Chen, Alan F. Murray