A Dynamic Stopping Method for Improving Performance of Steady-State Visual Evoked Potential based Brain-Computer Interfaces

Nakanishi, Masaki ;   Wang, Yijun ;   Wang, Yu-Te ;   Jung, Tzyy-Ping

Tags Brain-computer/machine interface

The performance of steady-state visual evoked potential (SSVEP)-based brain-computer interfaces (BCIs) has been drastically improved in the…

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Developing an Online Steady-State Visual Evoked Potential-Based Brain-Computer Interface System using EarEEG

Wang, Yu-Te ;   Nakanishi, Masaki ;   Lind Kappel, Simon ;   Kidmose, Preben ;   Mandic, Danilo ;   Wang, Yijun ;   Cheng, Chung-Kuan ;   Jung, Tzyy-Ping

Tags Wearable systems

The purpose of this study is to demonstrate an online steady-state visual evoked potential (SSVEP)-based BCI system using EarEEG. EarEEG is…

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Estimating Direction and Depth of Visual Fixation using Electrooculography

Stevenson, Cory ;   Jung, Tzyy-Ping ;   Cauwenberghs, Gert

Tags Physiological monitoringBioelectric sensing methodsBiolelectric sensors and sensor systems

Eye tracking is a useful method of human-computer interaction and of interest to scientific studies on cognition. An electrooculogram (EOG),…

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Real-Time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization

Pion-Tonachini, Luca ;   Hsu, Sheng-Hsiou ;   Makeig, Scott ;   Jung, Tzyy-Ping ;   Cauwenberghs, Gert

Tags Independent component analysisNonstationary processing of biomedical signalsSignal processing in physiological systems

The Electroencephalogram (EEG) is a noninvasive functional brain activity recording method that shows promise for becoming a 3-D cortical…

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Toward Non-Hair-Bearing Brain-Computer Interfaces for Neurocognitive Lapse Detection

Wei, Chun-Shu ;   Wang, Yu-Te ;   Lin, Chin-Teng ;   Jung, Tzyy-Ping

Tags Brain-computer/machine interfaceHuman performance – Fatigue

Recent advances in mobile electroencephalogram (EEG) acquisition based on dry electrodes have started moving Brain-Computer Interface (BCI)…

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Tracking Non-Stationary EEG Sources using Adaptive Online Recursive Independent Component Analysis

Hsu, Sheng-Hsiou ;   Pion-Tonachini, Luca ;   Jung, Tzyy-Ping ;   Cauwenberghs, Gert

Tags Independent component analysisNonstationary processing of biomedical signalsAdaptive filtering

Electroencephalographic (EEG) source-level analyses such as independent component analysis (ICA) have uncovered features related to human…

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Using Robust Principal Component Analysis to Alleviate Day-to-Day Variability in EEG based Emotion Classification

Jao, Ping-Keng ;   Lin, Yuan-Pin ;   Yang, Yi-Hsuan ;   Jung, Tzyy-Ping

Tags Biomedical signal classificationPattern recognition methods for data mining in biosignalsPrincipal component analysis

An emerging challenge for emotion classification using electroencephalography (EEG) is how to effectively alleviate day-to-day variability in…

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