Bidirectional Neural Interface: Closed-Loop Feedback Control for Hybrid Neural Systems
Chou, Zane ; Lim, Jeffrey ; Brown, Sophie ; Keller, Melissa ; Bugbee, Joseph ; Broccard, Frederic ; Khraiche, Massoud ; Silva, Gabriel ; Cauwenberghs, Gert
Brain physiology and modeling – Neuron modeling and simulation
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Neural interfaces – Microelectrode technology
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Neural stimulation
Closed-loop neural prostheses enable bidirectional communication between the biological and artificial components of a hybrid system. However, a…
Estimating Direction and Depth of Visual Fixation using Electrooculography
Stevenson, Cory ; Jung, Tzyy-Ping ; Cauwenberghs, Gert
Physiological monitoring
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Bioelectric sensing methods
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Biolelectric 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),…
Non-Parametric Group-Level Statistics for Source-Resolved ERP Analysis
Lee, Clement ; Miyakoshi, Makoto ; Delorme, Arnaud ; Cauwenberghs, Gert ; Makeig, Scott
Independent component analysis
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Blind source separation
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Data mining in biosignals
We have developed a new statistical framework for group-level event-related potential (ERP) analysis in EEGLAB. The framework calculates the…
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
Independent component analysis
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Nonstationary processing of biomedical signals
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Signal processing in physiological systems
The Electroencephalogram (EEG) is a noninvasive functional brain activity recording method that shows promise for becoming a 3-D cortical…
Tracking Non-Stationary EEG Sources using Adaptive Online Recursive Independent Component Analysis
Hsu, Sheng-Hsiou ; Pion-Tonachini, Luca ; Jung, Tzyy-Ping ; Cauwenberghs, Gert
Independent component analysis
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Nonstationary processing of biomedical signals
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Adaptive filtering
Electroencephalographic (EEG) source-level analyses such as independent component analysis (ICA) have uncovered features related to human…
