Search Results - "Blankertz, Benjamin"

Single-trial analysis and classification of ERP components — A tutorial by Blankertz, Benjamin, Lemm, Steven, Treder, Matthias, Haufe, Stefan, Müller, Klaus-Robert

“…Analyzing brain states that correspond to event related potentials (ERPs) on a single trial basis is a hard problem due to the high trial-to-trial variability…”
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(C)overt attention and visual speller design in an ERP-based brain-computer interface by Treder, Matthias S, Blankertz, Benjamin

“…In a visual oddball paradigm, attention to an event usually modulates the event-related potential (ERP). An ERP-based brain-computer interface (BCI) exploits…”
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Introduction to machine learning for brain imaging by Lemm, Steven, Blankertz, Benjamin, Dickhaus, Thorsten, Müller, Klaus-Robert

“…Machine learning and pattern recognition algorithms have in the past years developed to become a working horse in brain imaging and the computational…”
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A new auditory multi-class brain-computer interface paradigm: spatial hearing as an informative cue by Schreuder, Martijn, Blankertz, Benjamin, Tangermann, Michael

“…Most P300-based brain-computer interface (BCI) approaches use the visual modality for stimulation. For use with patients suffering from amyotrophic lateral…”
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On the interpretation of weight vectors of linear models in multivariate neuroimaging by Haufe, Stefan, Meinecke, Frank, Görgen, Kai, Dähne, Sven, Haynes, John-Dylan, Blankertz, Benjamin, Bießmann, Felix

“…The increase in spatiotemporal resolution of neuroimaging devices is accompanied by a trend towards more powerful multivariate analysis methods. Often it is…”
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A large scale screening study with a SMR-based BCI: Categorization of BCI users and differences in their SMR activity by Sannelli, Claudia, Vidaurre, Carmen, Müller, Klaus-Robert, Blankertz, Benjamin

“…Brain-Computer Interfaces (BCIs) are inefficient for a non-negligible part of the population, estimated around 25%. To understand this phenomenon in…”
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Enhanced performance by a hybrid NIRS–EEG brain computer interface by Fazli, Siamac, Mehnert, Jan, Steinbrink, Jens, Curio, Gabriel, Villringer, Arno, Müller, Klaus-Robert, Blankertz, Benjamin

“…Noninvasive Brain Computer Interfaces (BCI) have been promoted to be used for neuroprosthetics. However, reports on applications with electroencephalography…”
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Cognitive Workload of Tugboat Captains in Realistic Scenarios: Adaptive Spatial Filtering for Transfer Between Conditions by Miklody, Daniel, Blankertz, Benjamin

“…Changing and often class-dependent non-stationarities of signals are a big challenge in the transfer of common findings in cognitive workload estimation using…”
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Electrocorticography is superior to subthalamic local field potentials for movement decoding in Parkinson's disease by Merk, Timon, Peterson, Victoria, Lipski, Witold J, Blankertz, Benjamin, Turner, Robert S, Li, Ningfei, Horn, Andreas, Richardson, Robert Mark, Neumann, Wolf-Julian

“…Brain signal decoding promises significant advances in the development of clinical brain computer interfaces (BCI). In Parkinson's disease (PD), first…”
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The non-invasive Berlin Brain–Computer Interface: Fast acquisition of effective performance in untrained subjects by Blankertz, Benjamin, Dornhege, Guido, Krauledat, Matthias, Müller, Klaus-Robert, Curio, Gabriel

“…Brain–Computer Interface (BCI) systems establish a direct communication channel from the brain to an output device. These systems use brain signals recorded…”
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Time Domain Parameters as a feature for EEG-based Brain–Computer Interfaces by Vidaurre, Carmen, Krämer, Nicole, Blankertz, Benjamin, Schlögl, Alois

“…Several feature types have been used with EEG-based Brain–Computer Interfaces. Among the most popular are logarithmic band power estimates with more or less…”
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Motor Imagery Under Distraction— An Open Access BCI Dataset by Brandl, Stephanie, Blankertz, Benjamin

“…Data Acquisition EEG signals were recorded with a Fast'n Easy Cap (EasyCap GmbH) with 63 wet Ag/AgCl electrodes which were placed at symmetrical positions…”
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Toward Electrophysiology-Based Intelligent Adaptive Deep Brain Stimulation for Movement Disorders by Neumann, Wolf-Julian, Turner, Robert S., Blankertz, Benjamin, Mitchell, Tom, Kühn, Andrea A., Richardson, R. Mark

“…Deep brain stimulation (DBS) represents one of the major clinical breakthroughs in the age of translational neuroscience. In 1987, Benabid and colleagues…”
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Neurophysiological predictor of SMR-based BCI performance by Blankertz, Benjamin, Sannelli, Claudia, Halder, Sebastian, Hammer, Eva M., Kübler, Andrea, Müller, Klaus-Robert, Curio, Gabriel, Dickhaus, Thorsten

“…Brain–computer interfaces (BCIs) allow a user to control a computer application by brain activity as measured, e.g., by electroencephalography (EEG). After…”
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The point of no return in vetoing self-initiated movements by Schultze-Kraft, Matthias, Birman, Daniel, Rusconi, Marco, Allefeld, Carsten, Görgen, Kai, Dähne, Sven, Blankertz, Benjamin, Haynes, John-Dylan

“…In humans, spontaneous movements are often preceded by early brain signals. One such signal is the readiness potential (RP) that gradually arises within the…”
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Machine-learning-based coadaptive calibration for brain-computer interfaces by Vidaurre, Carmen, Sannelli, Claudia, Müller, Klaus-Robert, Blankertz, Benjamin

“…Brain-computer interfaces (BCIs) allow users to control a computer application by brain activity as acquired (e.g., by EEG). In our classic machine learning…”
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Multi-Variate EEG Analysis as a Novel Tool to Examine Brain Responses to Naturalistic Music Stimuli by Sturm, Irene, Dähne, Sven, Blankertz, Benjamin, Curio, Gabriel

“…Note onsets in music are acoustic landmarks providing auditory cues that underlie the perception of more complex phenomena such as beat, rhythm, and meter. For…”
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Large-Scale Assessment of a Fully Automatic Co-Adaptive Motor Imagery-Based Brain Computer Interface by Acqualagna, Laura, Botrel, Loic, Vidaurre, Carmen, Kübler, Andrea, Blankertz, Benjamin

“…In the last years Brain Computer Interface (BCI) technology has benefited from the development of sophisticated machine leaning methods that let the user…”
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Towards zero training for brain-computer interfacing by Krauledat, Matthias, Tangermann, Michael, Blankertz, Benjamin, Müller, Klaus-Robert

“…Electroencephalogram (EEG) signals are highly subject-specific and vary considerably even between recording sessions of the same user within the same…”
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The Berlin Brain-Computer Interface: Progress Beyond Communication and Control by Blankertz, Benjamin, Acqualagna, Laura, Dähne, Sven, Haufe, Stefan, Schultze-Kraft, Matthias, Sturm, Irene, Ušćumlic, Marija, Wenzel, Markus A, Curio, Gabriel, Müller, Klaus-Robert

“…The combined effect of fundamental results about neurocognitive processes and advancements in decoding mental states from ongoing brain signals has brought…”
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