An Investigation of Time-Varying and Simultaneous Frequency Stimulation for Multi-Class SSVEP-Based Brain-Computer Interface

Dehzangi, Omid ;   Jafari, Roozbeh

Tags Biomedical simulation involving signal processingSignal processing in physiological systemsPattern recognition methods for data mining in biosignals

In recent years, there has been increasing interest in using steady-state visual evoked potentials (SSVEP) in brain-computer interface (BCI)...

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Classifying the Auditory P300 using Mobile EEG Recordings without Calibration Phase

Zink, Rob ;   Hunyadi, Borbala ;   Van Huffel, Sabine ;   De Vos, Maarten

Tags Biomedical signal classificationSignal processing in physiological systemsBlind source separation

One of the major drawbacks in mobile EEG Brain Computer Interfaces (BCI) is the need for subject specific training data to train a...

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EEG Error Potentials Detection and Classification using Time-Frequency Features for Robot Reinforcement Learning

Boubchir, Larbi ;   Touati, Youcef ;   Daachi, Boubaker ;   Ali Chérif, Arab

Tags Biomedical signal classificationTime-frequency analysis of biosignalsNeural networks in biosignal processing and classification

In thought-based steering of robots, error potentials (ErrP) can appear when the action resulting from the brain-machine interface (BMI)...

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Feature Extraction for BCIs based on Electromagnetic Source Localization and Multiclass Filter Bank Common Spatial Patterns

Zaitcev, Aleksandr ;   Cook, Greg ;   Liu, Wei ;   Paley, Martyn ;   Milne, Elizabeth

Tags Biomedical signal classificationPattern recognition methods for data mining in biosignalsMultivariate signal processing

Brain-Computer Interfaces (BCIs) provide means for communication and control without muscular movement and, therefore, can offer significant...

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Online Control of a Humanoid Robot through Hand Movement Imagination using CSP and ECoG based Features

Kapeller, Christoph ;   Gergondet, Pierre ;   Kamada, Kyousuke ;   Ogawa, Hiroshi ;   Takeuchi, Fumiya ;   Ortner, Rupert ;   Prueckl, Robert ;   Kheddar, Abderrahmane ;   Scharinger, Josef ;   Guger, Christoph

Tags Biomedical signal classificationClosed loop systems in physiological systemsTime-frequency analysis of biosignals

Intention recognition through decoding brain activity could lead to a powerful and independent Brain-Computer-Interface (BCI) allowing for...

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Single-Trial Classification of Multi-User P300-Based Brain-Computer Interface using Riemannian Geometry

Korczowski, Louis ;   Jutten, Christian ;   Congedo, Marco

Tags Biomedical signal classificationCoherence in biomedical signal processingMultivariate signal processing

The classification of electroencephalographic (EEG) data recorded from multiple users simultaneously is an important challenge in the field of...

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