Tom Chau

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 31

Top Topics

Brain Computer Interface

Linear Classifiers

Object Position

Top Venues

Int. J. Neural Syst.

Frontiers Comput. Neurosci.

Publications

Javad Rahimipour Anaraki, Antonina Kolokolova, Tom Chau
Personalized Classifier Selection for EEG-Based BCIs. Comput. 13 (7) (2024)
Mahya Mirbagheri, Tom Chau
Optimising virtual object position for efficient eye-gaze interaction in Hololens2. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 12 (1) (2024)
Karly S. Franz, Grace Reszetnik, Tom Chau
On the Need for Accurate Brushstroke Segmentation of Tablet-Acquired Kinematic and Pressure Data: The Case of Unconstrained Tracing. Algorithms 17 (3) (2024)
Jae Moon, Tom Chau
Shared and task-specific phase coding characteristics of gamma- and theta-bands in speech perception and covert speech. Speech Commun. 147 (2023)
Nicolas Ivanov, Tom Chau
Corrigendum: Riemannian geometry-based metrics to measure and reinforce user performance changes during brain-computer interface user training. Frontiers Comput. Neurosci. 17 (2023)
Jae Moon, Tom Chau
Online Ternary Classification of Covert Speech by Leveraging the Passive Perception of Speech. Int. J. Neural Syst. 33 (9) (2023)
Erica Danielle Floreani, Tom Chau
Towards Privacy Preserving BCIs: Profiling the Feasibility of Federated Learning for Motor Imagery Brain-Computer Interfaces. SMC (2023)
Nicolas Ivanov, Tom Chau
Riemannian geometry-based metrics to measure and reinforce user performance changes during brain-computer interface user training. Frontiers Comput. Neurosci. 17 (2023)
Tahnia Nazneen, Iffath Binta Islam, Md. Sakibur Rahman Sajal, Wasifa Jamal, M. Ashraful Amin, Ravi Vaidyanathan, Tom Chau, Khondaker A. Mamun
Recent Trends in Non-invasive Neural Recording Based Brain-to-Brain Synchrony Analysis on Multidisciplinary Human Interactions for Understanding Brain Dynamics: A Systematic Review. Frontiers Comput. Neurosci. 16 (2022)
Chin Lin, Tom Chau, Chin-Sheng Lin, Hung-Sheng Shang, Wen-Hui Fang, Ding-Jie Lee, Chia-Cheng Lee, Shi-Hung Tsai, Chih-Hung Wang, Shih-Hua Lin
Point-of-care artificial intelligence-enabled ECG for dyskalemia: a retrospective cohort analysis for accuracy and outcome prediction. npj Digit. Medicine 5 (2022)
Javad Rahimipour Anaraki, Chelsea Anne Rauh, Jason Leung, Tom Chau
EmoconLite: Bridging the Gap Between Emotiv and Play for Children With Severe Disabilities. CoRR (2021)
Filip Stojic, Tom Chau
Nonspecific Visuospatial Imagery as a Novel Mental Task for Online EEG-Based BCI Control. Int. J. Neural Syst. 30 (6) (2020)
Walia Farzana, Farhana Sarker, Ravi Vaidyanathan, Tom Chau, Khondaker A. Mamun
Communication Support Utilizing AAC for Verbally Challenged Children in Developing Countries During COVID-19 Pandemic. HCI (49) (2020)
Ferdousi Sabera Rawnaque, Khandoker Mahmudur Rahman, Syed Ferhat Anwar, Ravi Vaidyanathan, Tom Chau, Farhana Sarker, Khondaker Abdullah Al Mamun
Technological advancements and opportunities in Neuromarketing: a systematic review. Brain Informatics 7 (1) (2020)
Javad Rahimipour Anaraki, Silvia Orlandi, Tom Chau
A Deep Learning Approach to Tongue Detection for Pediatric Population. CoRR (2020)
Javad Rahimipour Anaraki, Jae Moon, Tom Chau
Revisiting the Application of Feature Selection Methods to Speech Imagery BCI Datasets. CoRR (2020)
Silvia Orlandi, Fanny Hotze, Derrick Lim, Sofía González Estrada, Destinée Muir, Hilary A. Friesen, Tom Chau
. EMBC (2020)
Walia Farzana, Farhana Sarker, Quazi Delwar Hossain, Tom Chau, Khondaker A. Mamun
An Evaluation of Augmentative and Alternative Communication Research for ASD Children in Developing Countries: Benefits and Barriers. HCI (49) (2020)
Helia Mohammadi, Ali-Akbar Samadani, Catriona M. Steele, Tom Chau
Automatic discrimination between cough and non-cough accelerometry signal artefacts. Biomed. Signal Process. Control. 52 (2019)
Nicole Proulx, Ali-Akbar Samadani, Tom Chau
Quantifying fast optical signal and event-related potential relationships during a visual oddball task. NeuroImage 178 (2018)
Larissa C. Schudlo, Tom Chau
Development of a Ternary Near-Infrared Spectroscopy Brain-Computer Interface: Online Classification of Verbal Fluency Task, Stroop Task and Rest. Int. J. Neural Syst. 28 (4) (2018)
Alborz Rezazadeh Sereshkeh, Rozhin Yousefi, Andrew T. Wong, Tom Chau
Online classification of imagined speech using functional near-infrared spectroscopy signals. CoRR (2018)
Silvia Orlandi, Kamini Raghuram, Corinna R. Smith, David Mansueto, Paige Church, Vibhuti Shah, Maureen Luther, Tom Chau
Detection of Atypical and Typical Infant Movements using Computer-based Video Analysis. EMBC (2018)
Alborz Rezazadeh Sereshkeh, Robert Trott, Aurélien Bricout, Tom Chau
Online EEG Classification of Covert Speech for Brain-Computer Interfacing. Int. J. Neural Syst. 27 (8) (2017)
Alborz Rezazadeh Sereshkeh, Robert Trott, Aurélien Bricout, Tom Chau
EEG Classification of Covert Speech Using Regularized Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 25 (12) (2017)
Erwei Yin, Timothy J. Zeyl, Rami Saab, Dewen Hu, Zongtan Zhou, Tom Chau
An Auditory-Tactile Visual Saccade-Independent P300 Brain-Computer Interface. Int. J. Neural Syst. 26 (1) (2016)
Natasha Alves, Cecilia Jobst, Fanny Hotze, Paul Ferrari, Marc Lalancette, Tom Chau, Pascal van Lieshout, Douglas O. Cheyne
An MEG-Compatible Electromagnetic-Tracking System for Monitoring Orofacial Kinematics. IEEE Trans. Biomed. Eng. 63 (8) (2016)
Helia Mohammadi, Catriona M. Steele, Tom Chau
Post-Segmentation Swallowing Accelerometry Signal Trimming and False Positive Reduction. IEEE Signal Process. Lett. 23 (9) (2016)
Jie Lu, Khondaker Abdullah Al Mamun, Tom Chau
Pattern classification to optimize the performance of Transcranial Doppler Ultrasonography-based brain machine interface. Pattern Recognit. Lett. 66 (2015)
Bassma Ghali, Khondaker Abdullah Al Mamun, Tom Chau
A Comparison of Handwriting Grip Kinetics Associated with Authentic and Well-Practiced Bogus Signatures. CSOC (1) (2015)
Elias Abou Zeid, Tom Chau
Electrode Fusion for the Prediction of Self-Initiated Fine Movements from Single-Trial Readiness Potentials. Int. J. Neural Syst. 25 (4) (2015)
Larissa C. Schudlo, Sabine Weyand, Tom Chau
A review of past and future near-infrared spectroscopy brain computer interface research at the PRISM lab. EMBC (2014)
Winston De Armas, Khondaker Abdullah Al Mamun, Tom Chau
Vocal frequency estimation and voicing state prediction with surface EMG pattern recognition. Speech Commun. 63 (2014)
Timothy J. Zeyl, Tom Chau
A case study of linear classifiers adapted using imperfect labels derived from human event-related potentials. Pattern Recognit. Lett. 37 (2014)
Tania Desai, Katherine Chow, Leslie Mumford, Fanny Hotze, Tom Chau
Implementing an iPad-based alternative communication device for a student with cerebral palsy and autism in the classroom via an access technology delivery protocol. Comput. Educ. 79 (2014)
Bassma Ghali, Khondaker Abdullah Al Mamun, Tom Chau
Variation of grip force profile during signature writing. CCECE (2014)
Ahmed Faress, Tom Chau
Towards a multimodal brain-computer interface: Combining fNIRS and fTCD measurements to enable higher classification accuracy. NeuroImage 77 (2013)
Ervin Sejdic, Briar Findlay, Celeste Merey, Tom Chau
The effects of listening to music or viewing television on human gait. Comput. Biol. Medicine 43 (10) (2013)
Ervin Sejdic, Catriona M. Steele, Tom Chau
Classification of Penetration-Aspiration Versus Healthy Swallows Using Dual-Axis Swallowing Accelerometry Signals in Dysphagic Subjects. IEEE Trans. Biomed. Eng. 60 (7) (2013)
Tiago H. Falk, Yael Pomerantz, Khalil ur Rehman Laghari, Sebastian Möller, Tom Chau
Preliminary findings on image preference characterization based on neurophysiological signal analysis: Towards objective QoE modeling. QoMEX (2012)
Ervin Sejdic, Azime Can, Luis F. Chaparro, Catriona M. Steele, Tom Chau
Compressive Sampling of Swallowing Accelerometry Signals Using Time-Frequency Dictionaries Based on Modulated Discrete Prolate Spheroidal Sequences. EURASIP J. Adv. Signal Process. 2012 (2012)
Tiago H. Falk, Cynthia Tam, Heidi Schellnus, Tom Chau
On the development of a computer-based handwriting assessment tool to objectively quantify handwriting proficiency in children. Comput. Methods Programs Biomed. 104 (3) (2011)
Joon Lee, Catriona M. Steele, Tom Chau
Classification of healthy and abnormal swallows based on accelerometry and nasal airflow signals. Artif. Intell. Medicine 52 (1) (2011)
Soosan Beheshti, Masoud Hashemi, Ervin Sejdic, Tom Chau
Mean Square Error Estimation in Thresholding. IEEE Signal Process. Lett. 18 (2) (2011)
Ervin Sejdic, Catriona M. Steele, Tom Chau
Scaling analysis of baseline dual-axis cervical accelerometry signals. Comput. Methods Programs Biomed. 103 (3) (2011)
Brian R. Nhan, Tom Chau
Classifying Affective States Using Thermal Infrared Imaging of the Human Face. IEEE Trans. Biomed. Eng. 57 (4) (2010)
Tiago H. Falk, Kelly Paton, Sarah D. Power, Tom Chau
Improving the performance of NIRS-based brain-computer interfaces in the presence of background auditory distractions. ICASSP (2010)
Irena Orovic, Srdjan Stankovic, Tom Chau, Catriona M. Steele, Ervin Sejdic
Time-Frequency Analysis and Hermite Projection Method Applied to Swallowing Accelerometry Signals. EURASIP J. Adv. Signal Process. 2010 (2010)
Ervin Sejdic, Catriona M. Steele, Tom Chau
Understanding the statistical persistence of dual-axis swallowing accelerometry signals. Comput. Biol. Medicine 40 (11-12) (2010)
Sotirios Damouras, Ervin Sejdic, Catriona M. Steele, Tom Chau
An online swallow detection algorithm based on the quadratic variation of dual-axis accelerometry. IEEE Trans. Signal Process. 58 (6) (2010)
Jorge Torres-Solis, Tom Chau
Wearable indoor pedestrian dead reckoning system. Pervasive Mob. Comput. 6 (3) (2010)
Ervin Sejdic, Catriona M. Steele, Tom Chau
Segmentation of Dual-Axis Swallowing Accelerometry Signals in Healthy Subjects With Analysis of Anthropometric Effects on Duration of Swallowing Activities. IEEE Trans. Biomed. Eng. 56 (4) (2009)
Natasha Alves, Tom Chau
Vision-Based Segmentation of Continuous Mechanomyographic Grasping Sequences. IEEE Trans. Biomed. Eng. 55 (2) (2008)
Jorge Torres-Solis, Christopher Chan, Tom Chau
Automated adaptive heart interbeat time extraction from long term noisy and variable ECG signals. EMBC (2006)
Joon Lee, Stefanie Blain, Mike Casas, Dave Kenny, Glenn Berall, Tom Chau
A Radial Basis Function Classifier for Pediatric Aspiration Detection. EMBC (2006)
Jennifer Kohlenberg, Tom Chau
Detecting Controlled Signals in the Human Brain by Near Infrared Spectroscopy. EMBC (2006)
Natasha Alves, Tom Chau
Vision-based Segmentation of Continuous Mechanomyographic Grasping Sequences for Training Multifunction Prostheses. EMBC (2006)
Stefanie Blain, Alex Mihailidis, Tom Chau
Conscious Control of Electrodermal Activity: The Potential of Mental Exercises. EMBC (Supplement) (2006)
Jorge Silva, Tom Chau
A mathematical model for source separation of MMG signals recorded with a coupled microphone-accelerometer sensor pair. IEEE Trans. Biomed. Eng. 52 (9) (2005)
Tom Chau, Kim Parker
On the robustness of stride frequency estimation. IEEE Trans. Biomed. Eng. 51 (2) (2004)
Tom Chau
Marginal Maximum Entropy Partitioning Yields Asymptotically Consistent Probability Density Functions. IEEE Trans. Pattern Anal. Mach. Intell. 23 (4) (2001)
Tom Chau, Andrew K. C. Wong
Pattern Discovery by Residual Analysis and Recursive Partitioning. IEEE Trans. Knowl. Data Eng. 11 (6) (1999)