Zobrazeno 1 - 10
of 24
pro vyhledávání: '"Dominic Heger"'
Autor:
Tanja Schultz, Gerwin Schalk, Christian Herff, Peter Brunner, Adriana de Pesters, Dominic Heger
Publikováno v:
SpringerBriefs in Electrical and Computer Engineering ISBN: 9783319571317
Brain-Computer Interface Research (5)
Brain-Computer Interface Research (5)
For the last two decades, brain-computer interface (BCI) research has worked towards practical and useful applications for communication and control. Yet, many BCI communication approaches suffer from unnatural interaction or time-consuming user trai
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ee997da79186dfe019adb359027f576d
https://doi.org/10.1007/978-3-319-57132-4_3
https://doi.org/10.1007/978-3-319-57132-4_3
Publikováno v:
Brain-Computer Interfaces. 1:113-125
Monitoring the affective states of a person can be highly relevant for numerous disciplines, including adaptive user interfaces, entertainment, ergonomics, medicine and therapy. In many situations, the affective state of a user is not easily observab
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e6348a424412823f01b3803d7a41943f
https://doi.org/10.1080/2326263x.2014.912884
https://doi.org/10.1080/2326263x.2014.912884
Publikováno v:
at – Automatisierungstechnik. 61:760-769
Zusammenfassung Menschliche Kommunikation basiert auf Signalen wie Sprache, Mimik oder Gestik und deren Interpretation erscheint uns Menschen sehr natürlich. Aus diesem Grund wird seit langem daran geforscht, diese Fähigkeiten auf die Mensch-Maschi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f05214b5fe648f9054087d6f13364bdc
https://doi.org/10.1524/auto.2013.1061
https://doi.org/10.1524/auto.2013.1061
Publikováno v:
EMBC
Functional Near infrared Spectroscopy (fNIRS) is a relatively young modality for measuring brain activity which has recently shown promising results for building Brain Computer Interfaces (BCI). Due to its infancy, there are still no standard approac
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::41286298ff4b275ea0f99ebfa2f536f6
https://pubmed.ncbi.nlm.nih.gov/26736884
https://pubmed.ncbi.nlm.nih.gov/26736884
Publikováno v:
International Journal of Social Robotics. 3:415-425
This article introduces a speech-driven information system for a humanoid robot that is able to adapt its information presentation strategy according to brain patterns of its user. Brain patterns are classified from electroencephalographic (EEG) sign
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1e589494fff6419c94d47c034e3a0e43
https://doi.org/10.1007/s12369-011-0107-x
https://doi.org/10.1007/s12369-011-0107-x
Autor:
Adriana de Pesters, Gerwin Schalk, Christian Herff, Dominic Telaar, Tanja Schultz, Peter Brunner, Dominic Heger
Publikováno v:
INTERSPEECH
Continuous speech production is a highly complex process involving many parts of the human brain. To date, no fundamental representation that allows for decoding of continuous speech from neural signals has been presented. Here we show that technique
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5b611ed74c42368b2afb9666077911db
https://doi.org/10.21437/interspeech.2015-296
https://doi.org/10.21437/interspeech.2015-296
Publikováno v:
Frontiers in Human Neuroscience
Brain-Computer Interfaces (BCIs) and neuroergonomics research have high requirements regarding robustness and mobility. Additionally, fast applicability and customization are desired. Functional Near-Infrared Spectroscopy (fNIRS) is an increasingly e
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::43963b04061adcc0941464295613c553
https://pubmed.ncbi.nlm.nih.gov/26617510
https://pubmed.ncbi.nlm.nih.gov/26617510
Autor:
Ole Fortmann, Christian Herff, Tanja Schultz, Chun-Yu Tse, Dominic Heger, Felix Putze, Xiaoqin Cheng
Publikováno v:
NER
In this study, we show that both electroencephalograhy (EEG) and functional Near-Infrared Spectroscopy (fNIRS) can be used to discriminate between 5 levels of memory load. We induce memory load with the memory updating task, which is known to robustl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::689b40059ebad260d1532e31318945c2
https://doi.org/10.1109/ner.2015.7146546
https://doi.org/10.1109/ner.2015.7146546
Publikováno v:
NER
We present a new pattern recognition framework for Brain-Computer Interfacing that learns discriminative brain activity patterns, compact modeling, and robustness against signal variabilities by a single joint optimization. We present an algorithm ba
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6cd40afe613a196049acec584e12d2e2
https://doi.org/10.1109/ner.2015.7146565
https://doi.org/10.1109/ner.2015.7146565
Publikováno v:
EMBC
In this paper, we show that multiple operations of the typical pattern recognition chain of an fNIRS-based BCI, including feature extraction and classification, can be unified by solving a convex optimization problem. We formulate a regularized least
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d5717259aa91052bd10013bc9fa1f6e8
https://doi.org/10.1109/embc.2014.6944010
https://doi.org/10.1109/embc.2014.6944010