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Electroencephalography signal processing
Published 2009“…Experiments have been conducted over different subjects with the aim of retrieving stimulated SSVEP responses from their Electroencephalography (EEG) signals. These tests have been planned to observe variations in the SSVEP responses under different stimulation conditions, such as color and environmental disturbances. …”
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Final Year Project (FYP) -
2
Brain activity study on olfactory stimulation via electroencephalography
Published 2013“…Electroencephalography (EEG) is the recording of electrical signals generated by the brain. …”
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Student Research Poster -
3
Finger joint reconstruction from electroencephalography signals with deep learning
Published 2023“…Motion Trajectory Prediction BCI (MTP-BCI) is considered suitable for high-precision tasks by decoding continuous motion information from Electroencephalography (EEG) signals. While numerous studies have focused on reconstructing the kinematics of upper and lower limbs, there is a dearth of updated research on finger movement reconstruction, particularly in non-invasive settings, despite its critical role in daily tasks. …”
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Final Year Project (FYP) -
4
Electroencephalography (EEG) brain computer interface (BCI) for mental states detection
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Thesis-Master by Research -
5
Controlled emotional tactile stimulation during functional magnetic resonance imaging and electroencephalography
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Journal Article -
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7
Visual target selection using brain signals acquired using Electroencephalography (EEG)
Published 2017“…Past studies had shown promising results of Electroencephalography(EEG) based BCI as tool for communication and control. …”
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Final Year Project (FYP) -
8
One way or another : evidence for perceptual asymmetry in pre-attentive learning of non-native contrasts
Published 2018Subjects: “…Electroencephalography…”
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Journal Article -
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Electroencephalography and vision tracking to evaluate influences of gender, personality types and cultural differences on product designers during the final design selection process
Published 2020“…To better aid and hasten the selection process, this report explores the use of Electroencephalography (EEG) and vision tracking devices to evaluate preferences based on the “aesthetic” criteria of robot designs. …”
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Final Year Project (FYP) -
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Toward the understanding of topographical and spectral signatures of infant movement artifacts in naturalistic EEG
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Journal Article -
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EEG-based mental workload and stress recognition of crew members in maritime virtual simulator : a case study
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Conference Paper -
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A randomized controlled trial of a brain-computer interface based attention training program for ADHD
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Journal Article -
13
Modeling EEG-based motor imagery with session to session online adaptation
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Conference Paper -
14
EEG-based emotion recognition using regularized graph neural networks
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Journal Article -
15
Subject matching for cross-subject EEG-based recognition of driver states related to situation awareness
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Journal Article -
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Motor imagery BCI classification based on multivariate variational mode decomposition
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Journal Article -
17
LGGNet: learning from local-global-graph representations for brain-computer interface
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Journal Article -
18
Neurophysiological predictors and spectro-spatial discriminative features for enhancing SMR-BCI
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Journal Article -
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Individual alpha peak frequency based features for subject dependent EEG workload classification
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Conference Paper -
20
Adaptive transfer learning for EEG motor imagery classification with deep convolutional neural network
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Journal Article