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2020 – today
- 2024
[j33]Cheng-Kai Lu
, Win Sheng Liew, Tong Boon Tang, Cheng-Hung Lin:
Implementation of a Convolutional Neural Network Into an Embedded Device for Polyps Detection. IEEE Embed. Syst. Lett. 16(1): 5-8 (2024)- 2023
- [j32]Chai Meei Tyng, Tong Boon Tang:
Microstates of Dynamic Directed Connectivity Networks Revealing Visual Color Influences on the Brain Information Processing During Learning. IEEE Access 11: 14256-14273 (2023) - [j31]Kiara Esguerra, Muneeb Nasir, Tong Boon Tang, Afidalina Tumian, Eric Tatt Wei Ho:
Sparsity-Aware Orthogonal Initialization of Deep Neural Networks. IEEE Access 11: 74165-74181 (2023) - [j30]Abida Hussain, Ibrahima Faye, Mohana Sundaram Muthuvalu, Tong Boon Tang, Mudasar Zafar:
Advancements in Numerical Methods for Forward and Inverse Problems in Functional near Infra-Red Spectroscopy: A Review. Axioms 12(4): 326 (2023) - [c26]Abida Hussain, Ibrahima Faye, Mohana Sundaram Muthuvalu, Tong Boon Tang:
Numerical Solution of Inverse Problem in Functional Near Infrared Spectroscopy using L1-Norm Method. EMBC 2023: 1-4 - [c25]Yen-Jung Lin, Su Yen Ding, Cheng-Kai Lu, Tong Boon Tang, Jun-Yu Shen:
Emotion Prediction in Music Based on Artificial Intelligence Techniques. ICCE-Taiwan 2023: 405-406 - [c24]Su Yen Ding, Tong Boon Tang, Cheng-Kai Lu:
Investigation on Light-Weight Deep Learning Model for Emotion Recognition Using Facial Expressions. TENCON 2023: 204-208 - [c23]Lok Hua Lee, Cyrus S. H. Ho, Gabrielle W. N. Tay, Cheng-Kai Lu, Tong Boon Tang:
Modelling Major Depressive Disorder Antidepressant Treatment Response: A miRNA-based Machine Learning Study. TENCON 2023: 1134-1138 - 2022
- [j29]Alishba Sadiq, Mohammed Isam Al-Hiyali, Norashikin Yahya, Tong Boon Tang, Danish M. Khan:
Non-Oscillatory Connectivity Approach for Classification of Autism Spectrum Disorder Subtypes Using Resting-State fMRI. IEEE Access 10: 14049-14061 (2022) - [j28]Maged S. Al-Quraishi, Irraivan Elamvazuthi, Tong Boon Tang, Muhammad Al-Qurishi, Syed Hasan Adil, Mansoor Ebrahim, Alberto Borboni:
Decoding the User's Movements Preparation From EEG Signals Using Vision Transformer Architecture. IEEE Access 10: 109446-109459 (2022) - [j27]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:
A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility. Neuroinformatics 20(1): 25-36 (2022) - [j26]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:
Correction to: A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility. Neuroinformatics 20(1): 37-38 (2022) - [j25]Alishba Sadiq, Norashikin Yahya, Tong Boon Tang, Hilwati Hashim, Imran Naseem:
Wavelet-Based Fractal Analysis of rs-fMRI for Classification of Alzheimer's Disease. Sensors 22(9): 3102 (2022) - [j24]Ahmad Bukhari Aujih, Mohd Ibrahim Shapiai, Fabrice Mériaudeau, Tong Boon Tang:
EDR-Net: Lightweight Deep Neural Network Architecture for Detecting Referable Diabetic Retinopathy. IEEE Trans. Biomed. Circuits Syst. 16(3): 467-478 (2022) - 2021
- [j23]Win Sheng Liew, Tong Boon Tang, Cheng-Hung Lin, Cheng-Kai Lu:
Automatic colonic polyp detection using integration of modified deep residual convolutional neural network and ensemble learning approaches. Comput. Methods Programs Biomed. 206: 106114 (2021) - [j22]Chin Yii Eu, Tong Boon Tang, Cheng-Hung Lin, Lok Hua Lee, Cheng-Kai Lu:
Automatic Polyp Segmentation in Colonoscopy Images Using a Modified Deep Convolutional Encoder-Decoder Architecture. Sensors 21(16): 5630 (2021) - [j21]Azrina Abd Aziz, Lila Iznita Izhar, Vijanth Sagayan Asirvadam, Tong Boon Tang, Azimah Ajam, Zaid Omar, Ahmad Sobri Muda:
Detection of Collaterals from Cone-Beam CT Images in Stroke. Sensors 21(23): 8099 (2021) - 2020
- [j20]Khaled Alsaih, Mohd Zuki Yusoff, Ibrahima Faye, Tong Boon Tang, Fabrice Mériaudeau:
Retinal Fluid Segmentation Using Ensembled 2-Dimensionally and 2.5-Dimensionally Deep Learning Networks. IEEE Access 8: 152452-152464 (2020) - [j19]Wei Chun Ung, Fabrice Mériaudeau, Masashi Kiguchi, Tong Boon Tang:
Functional Near-Infrared Spectroscopy Adaptive Cognitive Training System (FACTS) for Cognitive Underload and Overload Prevention: A Feasibility Study. IEEE Access 8: 172939-172950 (2020) - [j18]Khaled Alsaih, Mohd Zuki Yusoff, Tong Boon Tang, Ibrahima Faye, Fabrice Mériaudeau:
Deep learning architectures analysis for age-related macular degeneration segmentation on optical coherence tomography scans. Comput. Methods Programs Biomed. 195: 105566 (2020) - [c22]Khaled Alsaih, Mohd Zuki Yusoff, Tong Boon Tang, Ibrahima Faye, Fabrice Mériaudeau:
Performance Evaluation Of Convolutions And Atrous Convolutions In Deep Networks For Retinal Disease Segmentation On Optical Coherence Tomography Volumes. EMBC 2020: 1863-1866 - [c21]Yee Ling Chan, Tong Boon Tang:
Characterizing Functional Near Infrared Spectroscopy (fNIRS)-based Connectivity as Cost-effective Small World Network using Orthogonal Minimal Spanning Trees (OMSTs). EMBC 2020: 2901-2904 - [c20]Lim Lam Ghai, Tong Boon Tang:
A Study on fNIRS-Based Working Memory Load Assessment and Potential Issues with Extracerebral Artifacts. TENCON 2020: 800-805
2010 – 2019
- 2019
- [j17]Rodney Petrus Balandong, Tong Boon Tang, Michelle A. Short, Naufal M. Saad:
Maritime Shift Workers Sleepiness Detection System With Multi-Modality Cues. IEEE Access 7: 98792-98802 (2019) - [j16]Syed Ayaz Ali Shah, Aamir Shahzad, Muhammad Amir Khan, Cheng-Kai Lu, Tong Boon Tang:
Unsupervised Method for Retinal Vessel Segmentation Based on Gabor Wavelet and Multiscale Line Detector. IEEE Access 7: 167221-167228 (2019) - [j15]Chai Meei Tyng, Hafeez Ullah Amin, Lila Iznita Izhar, Mohamad Naufal Mohamad Saad, Mohammad Abdul Rahman, Aamir Saeed Malik, Tong Boon Tang:
Exploring EEG Effective Connectivity Network in Estimating Influence of Color on Emotion and Memory. Frontiers Neuroinformatics 13: 66 (2019) - [j14]Fabrice Mériaudeau, Tong Boon Tang, Irraivan Elamvazuthi:
Special Section Guest Editorial: Advanced and Intelligent Vision Systems. J. Electronic Imaging 28(2): 021001 (2019) - 2018
- [j13]Fares Al-Shargie, Tong Boon Tang, Nasreen Badruddin, Masashi Kiguchi:
Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach. Medical Biol. Eng. Comput. 56(1): 125-136 (2018) - [j12]Wei Chun Ung, Tsukasa Funane, Takusige Katura, Hiroki Sato, Tong Boon Tang, Ahmad Fadzil M. Hani, Masashi Kiguchi:
Effectiveness Evaluation of Real-Time Scalp Signal Separating Algorithm on Near-Infrared Spectroscopy Neurofeedback. IEEE J. Biomed. Health Informatics 22(4): 1148-1156 (2018) - [c19]Tong Boon Tang, Yee Ling Chan:
Functional Connectivity Analysis on Mild Alzheimer's Disease, Mild Cognitive Impairment and Normal Aging using fNIRS. EMBC 2018: 17-20 - [c18]Genevieve C. Y. Chan, Ravi Kamble, Henning Müller, Syed A. A. Shah, Tong Boon Tang, Fabrice Mériaudeau:
Fusing Results of Several Deep Learning Architectures for Automatic Classification of Normal and Diabetic Macular Edema in Optical Coherence Tomography. EMBC 2018: 670-673 - [c17]Wei Chun Ung, Fabrice Mériaudeau, Tong Boon Tang:
Optimizing Mental Workload by Functional Near-Infrared Spectroscopy Based Dynamic Difficulty Adjustment. EMBC 2018: 1522-1525 - 2017
- [j11]Fares Al-Shargie, Tong Boon Tang, Masashi Kiguchi:
Stress Assessment Based on Decision Fusion of EEG and fNIRS Signals. IEEE Access 5: 19889-19896 (2017) - [j10]Waqas Rasheed, Yee Yik Neoh, Nor Hisham Bin Hamid, Faruque Reza, Zamzuri Idris, Tong Boon Tang:
Early visual analysis tool using magnetoencephalography for treatment and recovery of neuronal dysfunction. Comput. Biol. Medicine 89: 573-583 (2017) - [j9]Muhammad Umer Mian, John Ojur Dennis, Mohd Haris M. Khir, Mawahib Gafare Abdalrahman Ahmed, Almur Abdelkreem Saeed Rabih, Tong Boon Tang:
Experimental analysis of out-of-plane Lorentz force actuated magnetic field sensor. IEICE Electron. Express 14(5): 20161257 (2017) - [c16]Wei Chun Ung, Tong Boon Tang, Fabrice Mériaudeau, E. G. M. Ebenezer:
Dynamic optimization of mental workload in fNIRS-BCI system for cognitive rehabilitation. ICSIPA 2017: 320-323 - [c15]Muhammad Awais, Henning Müller, Tong Boon Tang, Fabrice Mériaudeau:
Classification of SD-OCT images using a Deep learning approach. ICSIPA 2017: 489-492 - [c14]Genevieve C. Y. Chan, Muhammad Awais, Syed A. A. Shah, Tong Boon Tang, Cheng-Kai Lu, Fabrice Mériaudeau:
Transfer learning for Diabetic Macular Edema (DME) detection on Optical Coherence Tomography (OCT) images. ICSIPA 2017: 493-496 - [c13]Mohaned Essam, Tong Boon Tang, Eric Tatt Wei Ho, Hsin Chen:
Dynamic point stochastic rounding algorithm for limited precision arithmetic in Deep Belief Network training. NER 2017: 629-632 - 2016
- [j8]Muhammad Umer Mian, John Ojur Dennis, Mohd Haris M. Khir, Mawahib Gafare Abdalrahman Ahmed, Almur Abdelkreem Saeed Rabih, Tong Boon Tang:
Optical and capacitive characterization of MEMS magnetic resonator. IEICE Electron. Express 13(18): 20160773 (2016) - [j7]Lim Lam Ghai, William K.-S. Pao, Nor Hisham Hamid, Tong Boon Tang:
Design of Helical Capacitance Sensor for Holdup Measurement in Two-Phase Stratified Flow: A Sinusoidal Function Approach. Sensors 16(7): 1032 (2016) - [c12]Fares Al-Shargie, Tong Boon Tang, Masashi Kiguchi:
Mental stress grading based on fNIRS signals. EMBC 2016: 5140-5143 - [c11]Esra Ali Hassan, Tong Boon Tang:
Smart Glasses for the Visually Impaired People. ICCHP (2) 2016: 579-582 - 2015
- [j6]Amir Mukhtar, Likun Xia, Tong Boon Tang:
Vehicle Detection Techniques for Collision Avoidance Systems: A Review. IEEE Trans. Intell. Transp. Syst. 16(5): 2318-2338 (2015) - [c10]Rasha Hyder, Nidal S. Kamel, Tong Boon Tang, Faruque Reza:
Mapping of language brain areas in patients with brain tumors. EMBC 2015: 626-629 - [c9]Fares Al-Shargie, Tong Boon Tang, Nasreen Badruddin, Masashi Kiguchi:
Simultaneous measurement of EEG-fNIRS in classifying and localizing brain activation to mental stress. ICSIPA 2015: 282-286 - [c8]Amir Mukhtar, Tong Boon Tang:
Vision based motorcycle detection using HOG features. ICSIPA 2015: 452-456 - [c7]Waqas Rasheed, Tong Boon Tang, Nor Hisham Bin Hamid:
Default mode functional connectivity estimation and visualization framework for MEG data. NER 2015: 1116-1119 - 2014
- [j5]Muhammad Zubair Aslam, Tong Boon Tang:
A High Resolution Capacitive Sensing System for the Measurement of Water Content in Crude Oil. Sensors 14(7): 11351-11361 (2014) - 2013
- [c6]Amir Mukhtar, Likun Xia, Tong Boon Tang, Khairil Anwar Abu Kassim:
On-road approaching motorcycle detection and tracking techniques: A survey. ICCSCE 2013: 63-68 - 2012
- [c5]Tong Boon Tang, Alan F. Murray, Binjie Cheng, Asen Asenov:
A framework to study time-dependent variability in circuits at sub-35nm technology nodes. ISCAS 2012: 1568-1571 - 2011
- [j4]Nor Hisham Hamid, Tong Boon Tang, Alan F. Murray:
Probabilistic neural computing with advanced nanoscale MOSFETs. Neurocomputing 74(6): 930-940 (2011) - 2010
- [j3]Tong Boon Tang, Alan F. Murray, Scott Roy:
Methodology of Statistical RTS Noise Analysis With Charge-Carrier Trapping Models. IEEE Trans. Circuits Syst. I Regul. Pap. 57-I(5): 1062-1070 (2010) - [c4]Tong Boon Tang, Alan F. Murray, Binjie Cheng, Asen Asenov:
Statistical NBTI-effect prediction for ULSI circuits. ISCAS 2010: 2494-2497
2000 – 2009
- 2009
- [c3]Tong Boon Tang, Alan F. Murray:
Integrating RTS Noise into Circuit Analysis. ISCAS 2009: 585-588 - 2007
- [j2]Tong Boon Tang, Alan F. Murray:
Adaptive sensor modelling and classification using a continuous restricted Boltzmann machine (CRBM). Neurocomputing 70(7-9): 1198-1206 (2007) - 2006
- [b1]Tong Boon Tang:
Ameliorating integrated sensor drift and imperfections : an adaptive 'neural' approach. University of Edinburgh, UK, 2006 - [c2]Tong Boon Tang, Alan F. Murray:
Adaptive Sensor Modelling and Classification using a Continuous Restricted Boltzmann Machine (CRBM). ESANN 2006: 197-202 - 2004
- [j1]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:
Implementation of multichannel sensors for remote biomedical measurements in a microsystems format. IEEE Trans. Biomed. Eng. 51(3): 525-535 (2004) - 2003
- [c1]Tong Boon Tang, Hsin Chen, Alan F. Murray:
Adaptive Stochastic Classifier for Noisy pH-ISFET Measurements. ICANN 2003: 638-645
Coauthor Index
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