Search Results - "Hettiarachchi, Imali"

Validation of Polar OH1 optical heart rate sensor for moderate and high intensity physical activities by Hettiarachchi, Imali T, Hanoun, Samer, Nahavandi, Darius, Nahavandi, Saeid

“…Optical measurement techniques and recent advances in wearable technology have made heart rate (HR) sensing simpler and more affordable. The Polar OH1 is an…”
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Physiological Synchrony Predict Task Performance and Negative Emotional State during a Three-Member Collaborative Task by Algumaei, Mohammed, Hettiarachchi, Imali, Veerabhadrappa, Rakesh, Bhatti, Asim

“…Evaluation of team performance in naturalistic contexts has gained popularity during the last two decades. Among other human factors, physiological synchrony…”
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A Review of Individual Operational Cognitive Readiness: Theory Development and Future Directions by Crameri, Luke, Hettiarachchi, Imali, Hanoun, Samer

“…Objective The aim of this paper is to provide a comprehensive and original review of the theoretical development of the individual operational cognitive…”
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Evaluating Operator Training Performance Using Recurrence Quantification Analysis of Autocorrelation Transformed Eye Gaze Data by Veerabhadrappa, Rakesh, Hettiarachchi, Imali T., Hanoun, Samer, Jia, Dawei, Hosking, Simon G., Bhatti, Asim

“…Objective This research aimed to investigate the relationship between gaze behaviour dynamics and operator performance. Background Individuals differ in their…”
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Effects of Dynamic Resilience on the Reactivity of Vagally Mediated Heart Rate Variability by Crameri, Luke, Hettiarachchi, Imali T, Hanoun, Samer

“…Dynamic resilience is a novel concept that aims to quantify how individuals are coping while operating in dynamic and complex task environments. A recently…”
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The Neuroscience of Team Dynamics: Exploring Neurophysiological Measures for Assessing Team Performance by Algumaei, Mohammed, Hettiarachchi, Imali T., Farghaly, Mohamed, Bhatti, Asim

“…Assessment of team performance has become increasingly important in recent years, prompting the exploration of innovative approaches to enhance our…”
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A fresh look at functional link neural network for motor imagery-based brain–computer interface by Hettiarachchi, Imali T., Babaei, Toktam, Nguyen, Thanh, Lim, Chee P., Nahavandi, Saeid

“…•Improving the classifier performance is a key topic of interest in MI-BCI research.•MLP is one of the most frequently used ANN architectures in MI-based…”
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Chaotic synchronization of time-delay coupled Hindmarsh–Rose neurons via nonlinear control by Hettiarachchi, Imali T., Lakshmanan, S., Bhatti, Asim, Lim, C. P., Prakash, M., Balasubramaniam, P., Nahavandi, Saeid

“…Chaotic synchronization of two time-delay coupled Hindmarsh–Rose neurons via nonlinear control is investigated in this paper. Both the intrinsic slow current…”
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Wavelet Packet Energy Features for EEG-Based Emotion Recognition by Algumaei, My, Hettiarachchi, Imali T., Veerabhadrappa, Rakesh, Bhatti, Asim

“…In this research, we present a new emotion recognition model using wavelet packet energy features using electroencephalography (EEG) data. Wavelet packets has…”
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A Deep Convolutional Neural Network Model for Classification of Emotions from Electroencephalography Data by Veerabhadrappa, Rakesh, Hettiarachchi, Imali T., Algumaei, My, Bhatti, Asim

“…Employing electroencephalography (EEG) data for classifying emotion has attracted a significant interest among researchers. With the ever advancing machine…”
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Classification of Multi-Class BCI Data by Common Spatial Pattern and Fuzzy System by Nguyen, Thanh, Hettiarachchi, Imali, Khatami, Amin, Gordon-Brown, Lee, Lim, Chee Peng, Nahavandi, Saeid

“…Improving classification accuracy of motor imagery-based brain computer interface (MI-BCI) systems has been discussed widely in the BCI research community…”
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A time domain classification of steady-state visual evoked potentials using deep recurrent-convolutional neural networks by Attia, Mohamed, Hettiarachchi, Imali, Hossny, Mohammed, Nahavandi, Saeid

“…Steady-State Visual Evoked Potential (SSVEP) is one of the popular methods of brain-computer interfacing (BCI). It is used to translate the…”
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Application of Extended Multivariate Modeling for Information Flow Analysis of Event Related Responses by Hettiarachchi, Imali T., Mohamed, Shady, Nahavandi, Saeid, Nahavandi, Sofia

“…Event related potential (ERP) analysis is one of the most widely used methods in cognitive neuroscience research to study the physiological correlates of…”
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Multivariate Adaptive Autoregressive Modeling and Kalman Filtering for Motor Imagery BCI by Hettiarachchi, Imali T., Thanh Thi Nguyen, Nahavandi, Saeid

“…Adaptive autoregressive (AAR) modeling of the EEG time series and the AAR parameters has been widely used in Brain computer interface (BCI) systems as input…”
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Using Recurrence Quantification Analysis to Quantify the Physiological Synchrony in Dyadic ECG Data by Veerabhadrappa, Rakesh, Hettiarachchi, Imali T., Bhatti, Asim

“…Socio-physiological compliance (SPC) is highly regarded in team settings and has attracted significant interest from science of teams researchers. Linear…”
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Gaze Convergence Based Collaborative Performance Prediction in a 3-Member Joint Activity Setting by Veerabhadrappa, Rakesh, Hettiarachchi, Imali T., Bhatti, Asim

“…Teams engaged in desktop-based collaborative problem solving has been increasing in recent years. Multiparty joint activities such as computer-supported…”
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Using Eye-tracking To Investigate The Effect of Gaze Co-occurrence and Distribution on Collaborative Performance by Veerabhadrappa, Rakesh, Hettiarachchi, Imali T., Bhatti, Asim

“…How important is it to look together compared to looking apart' In collaborative problem-solving tasks, there is a mixed opinion about the relationship between…”
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Improving high value manufacturing with simulation-based Bayesian Optimisation by Gunn, Bruce, Hettiarachchi, Imali T., Johnstone, Michael, Le, Vu, Creighton, Douglas, Preston, Luke

“…This paper presents a novel combination of simulation-based optimisation for the process operation of a physical factory, with an emphasis of understanding how…”
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Multiclass Informative Instance Transfer Learning Framework for Motor Imagery-Based Brain-Computer Interface by Nahavandi, Saeid, Hettiarachchi, Imali, Khosravi, Abbas, Hossain, Ibrahim

“…A widely discussed paradigm for brain-computer interface (BCI) is the motor imagery task using noninvasive electroencephalography (EEG) modality. It often…”
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Batch Mode Query by Committee for Motor Imagery-Based BCI by Hossain, Ibrahim, Khosravi, Abbas, Hettiarachchi, Imali, Nahavandi, Saeid

“…Although brain-computer interface (BCI) has potential application in the rehabilitation of neural disease and performance improvement of the human in the loop…”
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