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The Berlin Brain-Computer Interface (BBCI) – towards a new communication channel for online control in gaming applications
2007
Multimedia tools and applications
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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
2007
International Journal of Human-Computer Studies
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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
2006
IEEE transactions on neural systems and rehabilitation engineering
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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
2010
Frontiers in Neuroscience
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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
2007
NeuroImage
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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
2016
Frontiers in Neuroscience
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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
2008
Journal of Neuroscience Methods
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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]
2015
arXiv
pre-print
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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: Brain–computer interfaces for
games. ...
arXiv:1509.01338v1
fatcat:qwnikabsebd3pnx7npplycy4ba
MATLAB-Based Tools for BCI Research
[chapter]
2010
Brain-Computer Interfaces
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), 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]
2021
arXiv
pre-print
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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]
2017
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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
2004
Proceedings of the conference on SIGGRAPH 2004 course notes - GRAPH '04
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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
2019
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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
2014
Brain-Computer Interfaces
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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
2021
Brain Sciences
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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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