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The Berlin Brain-Computer Interface (BBCI) – towards a new communication channel for online control in gaming applications

Roman Krepki, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
2007 Multimedia tools and applications  
This contribution introduces the Berlin Brain-Computer Interface (BBCI) and presents setups where the user is provided with intuitive control strategies in plausible gaming applications that use biofeedback  ...  Then, in Section 3, we introduce a novel communication channel that can be used in Human-Computer Interfaces (HCI) and a correspondingly new technique for information retrieval directly from the brain.  ...  Future research will further explore this direction towards more natural feedback modi, appropriate and plausible control strategies and user adaptation ultimately using brain signals for control in Virtual  ... 
doi:10.1007/s11042-006-0094-3 fatcat:gtlq6dvxhray5id3wln2muzfmu

Berlin Brain–Computer Interface—The HCI communication channel for discovery

Roman Krepki, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller
2007 International Journal of Human-Computer Studies  
Brain-Computer Interfaces (BCIs) exploit the ability of human communication and control bypassing the classical neuromuscular communication channels.  ...  This contribution introduces the Berlin Brain-Computer Interface (BBCI) and presents set-ups where the user is provided with intuitive control strategies in plausible interactive bio-feedback applications  ...  Acknowledgements Many thanks to our colleagues at the Fraunhofer-FIRST: Guido Dornhege and Christin Scha¨fer; and at the UKBF: Florian Losch and Volker Kunzmann who helped to develop the system described  ... 
doi:10.1016/j.ijhcs.2006.11.010 fatcat:36yurv7c2zdjzis6hkyw6btgte

The Berlin Brain–Computer Interface: EEG-Based Communication Without Subject Training

B. Blankertz, G. Dornhege, M. Krauledat, K.-R. Muller, V. Kunzmann, F. Losch, G. Curio
2006 IEEE transactions on neural systems and rehabilitation engineering  
The Berlin Brain-Computer Interface (BBCI) project develops a non-invasive BCI system whose key features are (1) the use of well-established motor competences as control paradigms, (2) high-dimensional  ...  A more recent study showed that the RP similarily accompanies phantom movements in arm amputees, but the signal strength decreases with longer loss of the limb.  ...  ACKNOWLEDGMENTS We would like to thank Steven Lemm, Florin Popescu, and Christin Schäfer for fruitful discussions.  ... 
doi:10.1109/tnsre.2006.875557 pmid:16792281 fatcat:ksbfa7c6rbcflbv7gp4donbxp4

The Berlin Brain–Computer Interface: Non-Medical Uses of BCI Technology

Benjamin Blankertz, Michael Tangermann, Carmen Vidaurre, Siamac Fazli, Claudia Sannelli, Stefan Haufe, Cecilia Maeder, Lenny Ramsey, Irene Sturm, Gabriel Curio, Klaus-Robert Müller
2010 Frontiers in Neuroscience  
Brain-computer interfacing (BCI) is a steadily growing area of research.  ...  Here, we present some examples of such novel applications which provide evidence for the promising potential of BCI technology for non-medical uses.  ...  The results of all feedback runs using the Berlin brain-computer interface (BBCI) are shown in Figure 1 .  ... 
doi:10.3389/fnins.2010.00198 pmid:21165175 pmcid:PMC3002462 fatcat:zyx4akjwwrcj5bb5wvizuyijy4

The non-invasive Berlin Brain–Computer Interface: Fast acquisition of effective performance in untrained subjects

Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller, Gabriel Curio
2007 NeuroImage  
Brain-Computer Interface (BCI) systems establish a direct communication channel from the brain to an output device.  ...  In contrast, the Berlin Brain-Computer Interface (BBCI) uses well established motor competencies of its users and a machine learning approach to extract subject-specific patterns from high-dimensional  ...  This work was supported in part by grants of the Bundesministerium für Bildung und Forschung (BMBF), FKZ 01IBE01A/B, by the Deutsche Forschungsgemeinschaft (DFG), FOR 375/B1, and by the IST Programme of  ... 
doi:10.1016/j.neuroimage.2007.01.051 pmid:17475513 fatcat:f5jgmekw7vb53dmzozhtqxlvqu

The Berlin Brain-Computer Interface: Progress Beyond Communication and Control

Benjamin Blankertz, Laura Acqualagna, Sven Dähne, Stefan Haufe, Matthias Schultze-Kraft, Irene Sturm, Marija Ušćumlic, Markus A. Wenzel, Gabriel Curio, Klaus-Robert Müller
2016 Frontiers in Neuroscience  
While we assume we are still a long way away from integrating Brain-Computer Interface (BCI) technology in general interaction with computers, or from implementing neurotechnological measures in safety-critical  ...  In this article, we discuss the reasons why, in some of the prospective application domains, considerable effort is still required to make the systems ready to deal with the full complexity of the real  ...  Moreover, we would like to thank our coauthors for allowing us to use materials from former joint publications.  ... 
doi:10.3389/fnins.2016.00530 pmid:27917107 pmcid:PMC5116473 fatcat:noknjgpzm5hlxbbe43g42wvyci

Machine learning for real-time single-trial EEG-analysis: From brain–computer interfacing to mental state monitoring

Klaus-Robert Müller, Michael Tangermann, Guido Dornhege, Matthias Krauledat, Gabriel Curio, Benjamin Blankertz
2008 Journal of Neuroscience Methods  
More specifically, this paper gives an outline of the Berlin Brain-Computer Interface (BBCI), which can be operated with minimal subject training.  ...  This paper briefly reviews preprocessing and classification techniques for efficient EEG-based Brain-Computer Interfacing (BCI) and mental state monitoring applications.  ...  The authors would like to thank their co-authors for granting the use of materials published in (Blankertz et al., 2006b) .  ... 
doi:10.1016/j.jneumeth.2007.09.022 pmid:18031824 fatcat:c62hnyc4hrd7xi3rw7pqr6kweu

Brain Computer Interfaces for Mobile Apps: State-of-the-art and Future Directions [article]

Sumit Soman, Siddharth Srivastava, Saurabh Srivastava, Nitendra Rajput
2015 arXiv   pre-print
This paper explores the capabilities of using Brain Computer Interfaces (BCI), an evolving subset of Human Computer Interaction (HCI) paradigms, to control mobile devices.  ...  We present a comprehensive survey of the state-of-the-art in this area, discussing the challenges and limitations in using BCI for mobile applications.  ...  into challenges: Braincomputer interfaces for games.  ... 
arXiv:1509.01338v1 fatcat:qwnikabsebd3pnx7npplycy4ba

MATLAB-Based Tools for BCI Research [chapter]

Arnaud Delorme, Christian Kothe, Andrey Vankov, Nima Bigdely-Shamlo, Robert Oostenveld, Thorsten O. Zander, Scott Makeig
2010 Brain-Computer Interfaces  
), a new BCI package that uses the data structures and extends the capabilities of the widely used EEGLAB signal processing environment.  ...  We illustrate the relative simplicity of coding BCI feature extraction and classification under MATLAB (The Mathworks, Inc.) using a minimalist BCI example, and then describe BCILAB (Team PhyPa, Berlin  ...  Introduction Brain Computer Interface (BCI) systems and algorithms allow the use of brain signals as volitional communication devices or more generally create some sort of useful interconnection between  ... 
doi:10.1007/978-1-84996-272-8_14 dblp:series/hci/DelormeKVSOZM10 fatcat:joir362aibajbgznxcmcxjcl5e

EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined Speech [article]

Young-Eun Lee, Seo-Hyun Lee
2021 arXiv   pre-print
Also, only single channel EEG or ear-EEG can be used to decode the imagined speech for practical BCIs.  ...  Our results demonstrate the possibility of decoding brain activities of imagined speech and overt speech using attention modules.  ...  Artemiadis, “Inferring imagined Computer Interface (BBCI)–towards a new communication channel for speech using EEG signals: a new approach using riemannian manifold online  ... 
arXiv:2112.09239v1 fatcat:snjldzx6d5hkfn3f3ew6bwfmaa

Decoding implicit information from the electroencephalogram with methods from brain-computer interfacing [article]

Markus Wenzel, Technische Universität Berlin, Technische Universität Berlin, Benjamin Blankertz
Research on brain-computer interfacing (BCI) has demonstrated that specific brain activity patterns can be detected in the electroencephalogram (EEG) with multivariate methods from machine learning and  ...  Signals originating in the brain contain valuable information about the users of technical devices and applications.  ...  Brain-computer interfacing for communication and control Brain-computer interfacing typically aims at providing a command signal under volitional control that is only based on signals originating in the  ... 
doi:10.14279/depositonce-6053 fatcat:mvsw2qsa3rfdvmugh66bqdbc3q

Unconventional human computer interfaces

Steffi Beckhaus, Ernst Kruijff
2004 Proceedings of the conference on SIGGRAPH 2004 course notes - GRAPH '04  
Prerequisites There is no need for prerequisites outside the interest in and basic knowledge of the usage and development of human-computer interfaces. ► Nervous System CNS: • brain • spinal cord PNS The  ...  Participants will learn to look beyond the restrictions bound to traditional multimedia systems by discovering and understanding how the human body can deliver great potential for new kinds of applications  ...  The Berlin Brain-Computer Interface (BBCI): towards a new communication channel for online control of multimedia applications and computer games.  ... 
doi:10.1145/1103900.1103918 dblp:conf/siggraph/BeckhausK04 fatcat:euqig7ehxjbmtb6rohjuvbot6a

Advanced EEG signal processing with applications in brain-computer interfaces

Irina-Emilia Nicolae, Technische Universität Berlin, Technische Universität Berlin, Dan Alexandru Stoichescu, Benjamin Blankertz
is critical for a BCI application.  ...  Advances in signal processing push forward the Neurotechnology domain along with the Brain-Computer Interface (BCI) research which deals with the analysis of brain activity.  ...  The applications range from controlling a computer application or a virtual environment and games (Bayliss and Ballard, 2000; Lécuyer et al., 2008) towards more artistic use, such as brain painting  ... 
doi:10.14279/depositonce-8301 fatcat:g4vzhgmidrfl5fere5a6llyrkq

Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future

Jane E. Huggins, Christoph Guger, Brendan Allison, Charles W. Anderson, Aaron Batista, Anne-Marie Brouwer, Clemens Brunner, Ricardo Chavarriaga, Melanie Fried-Oken, Aysegul Gunduz, Disha Gupta, Andrea Kübler (+7 others)
2014 Brain-Computer Interfaces  
At the same time, new applications are being explored, both for people with physical impairments and beyond.  ...  interface and brain-machine interface research.  ...  Acknowledgements The authors thank the National Institute on Deafness and other Communication Disorders (NIDCD), Eunice Kennedy Shriver National Institute Of Child Health & Human Development (NICHD), National  ... 
doi:10.1080/2326263x.2013.876724 pmid:25485284 pmcid:PMC4255956 fatcat:3buutsooa5bdpnondg3lkss3sa

Summary of over Fifty Years with Brain-Computer Interfaces—A Review

Aleksandra Kawala-Sterniuk, Natalia Browarska, Amir Al-Bakri, Mariusz Pelc, Jaroslaw Zygarlicki, Michaela Sidikova, Radek Martinek, Edward Jacek Gorzelanczyk
2021 Brain Sciences  
Over the last few decades, the Brain-Computer Interfaces have been gradually making their way to the epicenter of scientific interest.  ...  The common effort has resulted in pushing the whole domain to the point where the communication between a human being and the external world through BCI interfaces is no longer science fiction but nowadays  ...  In 1973 Jacques Vidal published a paper titled: "Toward Direct Brain-Computer Communications" [64] .  ... 
doi:10.3390/brainsci11010043 pmid:33401571 fatcat:6w2swr23qffndeogg6hewvfjoa
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