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ORCIDBibTeX records: Moritz Grosse-Wentrup
@article{DBLP:journals/corr/abs-2402-15011,
author = {Anja Meunier and
Michal Robert Z{\'{a}}k and
Lucas Munz and
Sofiya Garkot and
Manuel Eder and
Jiachen Xu and
Moritz Grosse{-}Wentrup},
title = {A Conversational Brain-Artificial Intelligence Interface},
journal = {CoRR},
volume = {abs/2402.15011},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15011},
doi = {10.48550/ARXIV.2402.15011},
eprinttype = {arXiv},
eprint = {2402.15011},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/softx/XuG23,
author = {Jiachen Xu and
Moritz Grosse{-}Wentrup},
title = {PyTES: {A} Python toolbox for closed-loop transcranial electrical
stimulation},
journal = {SoftwareX},
volume = {23},
pages = {101403},
year = {2023},
url = {https://doi.org/10.1016/j.softx.2023.101403},
doi = {10.1016/J.SOFTX.2023.101403},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/softx/XuG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vr/McDermottMBGZZ23,
author = {Eric James McDermott and
Johanna Metsomaa and
Paolo Belardinelli and
Moritz Grosse{-}Wentrup and
Ulf Ziemann and
Christoph Zrenner},
title = {Predicting motor behavior: an efficient {EEG} signal processing pipeline
to detect brain states with potential therapeutic relevance for VR-based
neurorehabilitation},
journal = {Virtual Real.},
volume = {27},
number = {1},
pages = {347--369},
year = {2023},
url = {https://doi.org/10.1007/s10055-021-00538-x},
doi = {10.1007/S10055-021-00538-X},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vr/McDermottMBGZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KonigFG23,
author = {Gunnar K{\"{o}}nig and
Timo Freiesleben and
Moritz Grosse{-}Wentrup},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Improvement-Focused Causal Recourse {(ICR)}},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {11847--11855},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i10.26398},
doi = {10.1609/AAAI.V37I10.26398},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KonigFG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LutherKG23,
author = {Christoph Luther and
Gunnar K{\"{o}}nig and
Moritz Grosse{-}Wentrup},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Efficient {SAGE} Estimation via Causal Structure Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11650--11670},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/luther23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LutherKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/WeberMKGP23,
author = {Pascal Weber and
Lukas Miklautz and
Akshey Kumar and
Moritz Grosse{-}Wentrup and
Claudia Plant},
title = {CaFe {DBSCAN:} {A} Density-based Clustering Algorithm for Causal Feature
Learning},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302502},
doi = {10.1109/DSAA60987.2023.10302502},
timestamp = {Thu, 16 Nov 2023 09:03:43 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/WeberMKGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03113,
author = {Christoph Luther and
Gunnar K{\"{o}}nig and
Moritz Grosse{-}Wentrup},
title = {Efficient {SAGE} Estimation via Causal Structure Learning},
journal = {CoRR},
volume = {abs/2304.03113},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03113},
doi = {10.48550/ARXIV.2304.03113},
eprinttype = {arXiv},
eprint = {2304.03113},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/MarkhamDG22,
author = {Alex Markham and
Richeek Das and
Moritz Grosse{-}Wentrup},
editor = {Bernhard Sch{\"{o}}lkopf and
Caroline Uhler and
Kun Zhang},
title = {A Distance Covariance-based Kernel for Nonlinear Causal Clustering
in Heterogeneous Populations},
booktitle = {1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia
Conference Center, Eureka, CA, USA, 11-13 April, 2022},
series = {Proceedings of Machine Learning Research},
volume = {177},
pages = {542--558},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v177/markham22a.html},
timestamp = {Wed, 06 Jul 2022 16:57:27 +0200},
biburl = {https://dblp.org/rec/conf/clear2/MarkhamDG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12950,
author = {Xiaoxi Wei and
A. Aldo Faisal and
Moritz Grosse{-}Wentrup and
Alexandre Gramfort and
Sylvain Chevallier and
Vinay Jayaram and
Camille Jeunet and
Stylianos Bakas and
Siegfried Ludwig and
Konstantinos Barmpas and
Mehdi Bahri and
Yannis Panagakis and
Nikolaos A. Laskaris and
Dimitrios A. Adamos and
Stefanos Zafeiriou and
William C. Duong and
Stephen M. Gordon and
Vernon J. Lawhern and
Maciej Sliwowski and
Vincent Rouanne and
Piotr Tempczyk},
title = {2021 {BEETL} Competition: Advancing Transfer Learning for Subject
Independence {\&} Heterogenous {EEG} Data Sets},
journal = {CoRR},
volume = {abs/2202.12950},
year = {2022},
url = {https://arxiv.org/abs/2202.12950},
eprinttype = {arXiv},
eprint = {2202.12950},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15709,
author = {Gunnar K{\"{o}}nig and
Timo Freiesleben and
Moritz Grosse{-}Wentrup},
title = {Improvement-Focused Causal Recourse {(ICR)}},
journal = {CoRR},
volume = {abs/2210.15709},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15709},
doi = {10.48550/ARXIV.2210.15709},
eprinttype = {arXiv},
eprint = {2210.15709},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ZilioGCZZQTHWFH21,
author = {Federico Zilio and
Javier Gomez{-}Pilar and
Shumei Cao and
Jun Zhang and
Di Zang and
Zengxin Qi and
Jiaxing Tan and
Tanigawa Hiromi and
Xuehai Wu and
Stuart M. Fogel and
Zirui Huang and
Matthias R. Hohmann and
Tatiana Fomina and
Matthis Synofzik and
Moritz Grosse{-}Wentrup and
Adrian M. Owen and
Georg Northoff},
title = {Are intrinsic neural timescales related to sensory processing? Evidence
from abnormal behavioral states},
journal = {NeuroImage},
volume = {226},
pages = {117579},
year = {2021},
url = {https://doi.org/10.1016/j.neuroimage.2020.117579},
doi = {10.1016/J.NEUROIMAGE.2020.117579},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/ZilioGCZZQTHWFH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/thms/Bustamante0SGJ21,
author = {Samuel Bustamante and
Jan Peters and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup and
Vinay Jayaram},
title = {ArmSym: {A} Virtual Human-Robot Interaction Laboratory for Assistive
Robotics},
journal = {{IEEE} Trans. Hum. Mach. Syst.},
volume = {51},
number = {6},
pages = {568--577},
year = {2021},
url = {https://doi.org/10.1109/THMS.2021.3106865},
doi = {10.1109/THMS.2021.3106865},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/thms/Bustamante0SGJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WeiFGGCJJBLBBPL21,
author = {Xiaoxi Wei and
A. Aldo Faisal and
Moritz Grosse{-}Wentrup and
Alexandre Gramfort and
Sylvain Chevallier and
Vinay Jayaram and
Camille Jeunet and
Stylianos Bakas and
Siegfried Ludwig and
Konstantinos Barmpas and
Mehdi Bahri and
Yannis Panagakis and
Nikolaos A. Laskaris and
Dimitrios A. Adamos and
Stefanos Zafeiriou and
William C. Duong and
Stephen M. Gordon and
Vernon J. Lawhern and
Maciej Sliwowski and
Vincent Rouanne and
Piotr Tempczyk},
editor = {Douwe Kiela and
Marco Ciccone and
Barbara Caputo},
title = {2021 {BEETL} Competition: Advancing Transfer Learning for Subject
Independence {\&} Heterogenous {EEG} Data Sets},
booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
2021, Online},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {205--219},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v176/wei22a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WeiFGGCJJBLBBPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/XuMMRG21,
author = {Jiachen Xu and
Alex Markham and
Anja Meunier and
Philipp Raggam and
Moritz Grosse{-}Wentrup},
title = {Distance Covariance: {A} Nonlinear Extension of Riemannian Geometry
for EEG-based Brain-Computer Interfacing},
booktitle = {2021 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2021, Melbourne, Australia, October 17-20, 2021},
pages = {2000--2005},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SMC52423.2021.9658876},
doi = {10.1109/SMC52423.2021.9658876},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/XuMMRG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03480,
author = {Alex Markham and
Moritz Grosse{-}Wentrup},
title = {A Distance Covariance-based Kernel for Nonlinear Causal Clustering
in Heterogeneous Populations},
journal = {CoRR},
volume = {abs/2106.03480},
year = {2021},
url = {https://arxiv.org/abs/2106.03480},
eprinttype = {arXiv},
eprint = {2106.03480},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08086,
author = {Gunnar K{\"{o}}nig and
Timo Freiesleben and
Bernd Bischl and
Giuseppe Casalicchio and
Moritz Grosse{-}Wentrup},
title = {Decomposition of Global Feature Importance into Direct and Associative
Components {(DEDACT)}},
journal = {CoRR},
volume = {abs/2106.08086},
year = {2021},
url = {https://arxiv.org/abs/2106.08086},
eprinttype = {arXiv},
eprint = {2106.08086},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07853,
author = {Gunnar K{\"{o}}nig and
Timo Freiesleben and
Moritz Grosse{-}Wentrup},
title = {A Causal Perspective on Meaningful and Robust Algorithmic Recourse},
journal = {CoRR},
volume = {abs/2107.07853},
year = {2021},
url = {https://arxiv.org/abs/2107.07853},
eprinttype = {arXiv},
eprint = {2107.07853},
timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MolnarKHFDSCGB20,
author = {Christoph Molnar and
Gunnar K{\"{o}}nig and
Julia Herbinger and
Timo Freiesleben and
Susanne Dandl and
Christian A. Scholbeck and
Giuseppe Casalicchio and
Moritz Grosse{-}Wentrup and
Bernd Bischl},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {General Pitfalls of Model-Agnostic Interpretation Methods for Machine
Learning Models},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {39--68},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_4},
doi = {10.1007/978-3-031-04083-2\_4},
timestamp = {Fri, 29 Apr 2022 14:50:41 +0200},
biburl = {https://dblp.org/rec/conf/icml/MolnarKHFDSCGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KonigMBG20,
author = {Gunnar K{\"{o}}nig and
Christoph Molnar and
Bernd Bischl and
Moritz Grosse{-}Wentrup},
title = {Relative Feature Importance},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {9318--9325},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9413090},
doi = {10.1109/ICPR48806.2021.9413090},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KonigMBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/MarkhamCG20,
author = {Alex Markham and
Aditya Chivukula and
Moritz Grosse{-}Wentrup},
editor = {Manfred Jaeger and
Thomas Dyhre Nielsen},
title = {MeDIL: {A} Python Package for Causal Modelling},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker,
Sk{\o}rping, Denmark},
series = {Proceedings of Machine Learning Research},
volume = {138},
pages = {621--624},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v138/markham20a.html},
timestamp = {Mon, 14 Jun 2021 10:33:30 +0200},
biburl = {https://dblp.org/rec/conf/pgm/MarkhamCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MarkhamG20,
author = {Alex Markham and
Moritz Grosse{-}Wentrup},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Measurement Dependence Inducing Latent Causal Models},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {590--599},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/markham20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MarkhamG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uist/HohmannKHWZEGS20,
author = {Matthias R. Hohmann and
Lisa Konieczny and
Michelle Hackl and
Brian Wirth and
Talha Zaman and
Raffi Enficiaud and
Moritz Grosse{-}Wentrup and
Bernhard Sch{\"{o}}lkopf},
editor = {Shamsi T. Iqbal and
Karon E. MacLean and
Fanny Chevalier and
Stefanie Mueller},
title = {{MYND:} Unsupervised Evaluation of Novel {BCI} Control Strategies
on Consumer Hardware},
booktitle = {{UIST} '20: The 33rd Annual {ACM} Symposium on User Interface Software
and Technology, Virtual Event, USA, October 20-23, 2020},
pages = {1071--1084},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3379337.3415844},
doi = {10.1145/3379337.3415844},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uist/HohmannKHWZEGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11754,
author = {Matthias R. Hohmann and
Lisa Konieczny and
Michelle Hackl and
Brian Wirth and
Talha Zaman and
Raffi Enficiaud and
Moritz Grosse{-}Wentrup and
Bernhard Sch{\"{o}}lkopf},
title = {{MYND:} Unsupervised Evaluation of Novel {BCI} Control Strategies
on Consumer Hardware},
journal = {CoRR},
volume = {abs/2002.11754},
year = {2020},
url = {https://arxiv.org/abs/2002.11754},
eprinttype = {arXiv},
eprint = {2002.11754},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04131,
author = {Christoph Molnar and
Gunnar K{\"{o}}nig and
Julia Herbinger and
Timo Freiesleben and
Susanne Dandl and
Christian A. Scholbeck and
Giuseppe Casalicchio and
Moritz Grosse{-}Wentrup and
Bernd Bischl},
title = {Pitfalls to Avoid when Interpreting Machine Learning Models},
journal = {CoRR},
volume = {abs/2007.04131},
year = {2020},
url = {https://arxiv.org/abs/2007.04131},
eprinttype = {arXiv},
eprint = {2007.04131},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08283,
author = {Gunnar K{\"{o}}nig and
Christoph Molnar and
Bernd Bischl and
Moritz Grosse{-}Wentrup},
title = {Relative Feature Importance},
journal = {CoRR},
volume = {abs/2007.08283},
year = {2020},
url = {https://arxiv.org/abs/2007.08283},
eprinttype = {arXiv},
eprint = {2007.08283},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bci3/Grosse-Wentrup19,
author = {Moritz Grosse{-}Wentrup},
title = {The Elusive Goal of BCI-based Communication with {CLIS-ALS} Patients},
booktitle = {7th International Winter Conference on Brain-Computer Interface, {BCI}
2019, Gangwon, Korea (South), February 18-20, 2019},
pages = {1--2},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IWW-BCI.2019.8737310},
doi = {10.1109/IWW-BCI.2019.8737310},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bci3/Grosse-Wentrup19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/HohmannHWZEGS19,
author = {Matthias R. Hohmann and
Michelle Hackl and
Brian Wirth and
Talha Zaman and
Raffi Enficiaud and
Moritz Grosse{-}Wentrup and
Bernhard Sch{\"{o}}lkopf},
editor = {Regan L. Mandryk and
Stephen A. Brewster and
Mark Hancock and
Geraldine Fitzpatrick and
Anna L. Cox and
Vassilis Kostakos and
Mark Perry},
title = {{MYND:} {A} Platform for Large-scale Neuroscientific Studies},
booktitle = {Extended Abstracts of the 2019 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2019, Glasgow, Scotland, UK, May 04-09, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3290607.3313002},
doi = {10.1145/3290607.3313002},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/HohmannHWZEGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/MastakouriSG19,
author = {Atalanti{-}Anastasia Mastakouri and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
title = {Beta Power May Meditate the Effect of Gamma-TACS on Motor Performance},
booktitle = {41st Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2019, Berlin, Germany, July 23-27,
2019},
pages = {5902--5908},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EMBC.2019.8856416},
doi = {10.1109/EMBC.2019.8856416},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/MastakouriSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gbcic/XuGJ19,
author = {Jiachen Xu and
Moritz Grosse{-}Wentrup and
Vinay Jayaram},
editor = {Gernot R. M{\"{u}}ller{-}Putz and
Jonas C. Ditz and
Selina C. Wriessnegger},
title = {Interpretable Riemannian Classification in Brain-Computer Interfacing},
booktitle = {Proceedings of the 8th Graz Brain-Computer Interface Conference 2019
- Bridging Science and Application, {GBCIC} 2019, Graz, Styria, Austria,
September 16-20, 2019},
publisher = {Verlag der Technischen Universitaet Graz},
year = {2019},
url = {https://doi.org/10.3217/978-3-85125-682-6-07},
doi = {10.3217/978-3-85125-682-6-07},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gbcic/XuGJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ner/XuJSG19,
author = {Jiachen Xu and
Vinay Jayaram and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
title = {Feature extraction from the Hermitian manifold for Brain-Computer
Interfaces},
booktitle = {2019 9th International {IEEE/EMBS} Conference on Neural Engineering
(NER), San Francisco, CA, USA, March 20-23, 2019},
pages = {965--968},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/NER.2019.8717011},
doi = {10.1109/NER.2019.8717011},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ner/XuJSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/OzdenizciMW0SCG19,
author = {Ozan {\"{O}}zdenizci and
Timm Meyer and
Felix A. Wichmann and
Jan Peters and
Bernhard Sch{\"{o}}lkopf and
M{\"{u}}jdat {\c{C}}etin and
Moritz Grosse{-}Wentrup},
title = {Neural Signatures of Motor Skill in the Resting Brain},
booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics,
{SMC} 2019, Bari, Italy, October 6-9, 2019},
pages = {4387--4394},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SMC.2019.8914252},
doi = {10.1109/SMC.2019.8914252},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/OzdenizciMW0SCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-10567,
author = {Jiachen Xu and
Moritz Grosse{-}Wentrup and
Vinay Jayaram},
title = {Tangent space spatial filters for interpretable and efficient Riemannian
classification},
journal = {CoRR},
volume = {abs/1909.10567},
year = {2019},
url = {http://arxiv.org/abs/1909.10567},
eprinttype = {arXiv},
eprint = {1909.10567},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-10567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08778,
author = {Alex Markham and
Moritz Grosse{-}Wentrup},
title = {Measurement Dependence Inducing Latent Causal Models},
journal = {CoRR},
volume = {abs/1910.08778},
year = {2019},
url = {http://arxiv.org/abs/1910.08778},
eprinttype = {arXiv},
eprint = {1910.08778},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gbcic/FiebigJHB0G17,
author = {Karl{-}Heinz Fiebig and
Vinay Jayaram and
Thomas Hesse and
Alexander Blank and
Jan Peters and
Moritz Grosse{-}Wentrup},
editor = {Gernot R. M{\"{u}}ller{-}Putz and
David Steyrl and
Selina C. Wriessnegger and
Reinhold Scherer},
title = {Bayesian Regression for Artifact correction in Electroencephalography},
booktitle = {From Vision to Reality - Proceedings of the 7th Graz Brain-Computer
Interface Conference, {GBCIC} 2017, Graz, Steiermark, Austria, September
18-22, 2017},
publisher = {Verlag der Technischen Universitaet Graz},
year = {2017},
url = {https://doi.org/10.3217/978-3-85125-533-1-25},
doi = {10.3217/978-3-85125-533-1-25},
timestamp = {Mon, 15 Mar 2021 09:34:58 +0100},
biburl = {https://dblp.org/rec/conf/gbcic/FiebigJHB0G17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gbcic/GoernerSG17,
author = {Marius Goerner and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
editor = {Gernot R. M{\"{u}}ller{-}Putz and
David Steyrl and
Selina C. Wriessnegger and
Reinhold Scherer},
title = {Closing One's eyes Affects amplitude modulation but not frequency
modulation in a Cognitive {BCI}},
booktitle = {From Vision to Reality - Proceedings of the 7th Graz Brain-Computer
Interface Conference, {GBCIC} 2017, Graz, Steiermark, Austria, September
18-22, 2017},
publisher = {Verlag der Technischen Universitaet Graz},
year = {2017},
url = {https://doi.org/10.3217/978-3-85125-533-1-31},
doi = {10.3217/978-3-85125-533-1-31},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gbcic/GoernerSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gbcic/GrossbergerH0G17,
author = {Lukas Gro{\ss}berger and
Matthias R. Hohmann and
Jan Peters and
Moritz Grosse{-}Wentrup},
editor = {Gernot R. M{\"{u}}ller{-}Putz and
David Steyrl and
Selina C. Wriessnegger and
Reinhold Scherer},
title = {Investigating Music imagery as a Cognitive Paradigm for low-Cost brain-Computer
Interfaces},
booktitle = {From Vision to Reality - Proceedings of the 7th Graz Brain-Computer
Interface Conference, {GBCIC} 2017, Graz, Steiermark, Austria, September
18-22, 2017},
publisher = {Verlag der Technischen Universitaet Graz},
year = {2017},
url = {https://doi.org/10.3217/978-3-85125-533-1-30},
doi = {10.3217/978-3-85125-533-1-30},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gbcic/GrossbergerH0G17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gbcic/MoserHSG17,
author = {Julia Moser and
Matthias Hohmann and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
editor = {Gernot R. M{\"{u}}ller{-}Putz and
David Steyrl and
Selina C. Wriessnegger and
Reinhold Scherer},
title = {A Guided Task for Cognitive brain-Computer Interfaces},
booktitle = {From Vision to Reality - Proceedings of the 7th Graz Brain-Computer
Interface Conference, {GBCIC} 2017, Graz, Steiermark, Austria, September
18-22, 2017},
publisher = {Verlag der Technischen Universitaet Graz},
year = {2017},
url = {https://doi.org/10.3217/978-3-85125-533-1-60},
doi = {10.3217/978-3-85125-533-1-60},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gbcic/MoserHSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gbcic/OzdenizciYEPGC17,
author = {Ozan {\"{O}}zdenizci and
Mustafa Yalcin and
Ahmetcan Erdogan and
Volkan Patoglu and
Moritz Grosse{-}Wentrup and
M{\"{u}}jdat {\c{C}}etin},
editor = {Gernot R. M{\"{u}}ller{-}Putz and
David Steyrl and
Selina C. Wriessnegger and
Reinhold Scherer},
title = {Correlations of motor Adaptation Learning and modulation of resting-State
sensorimotor {EEG} Activity},
booktitle = {From Vision to Reality - Proceedings of the 7th Graz Brain-Computer
Interface Conference, {GBCIC} 2017, Graz, Steiermark, Austria, September
18-22, 2017},
publisher = {Verlag der Technischen Universitaet Graz},
year = {2017},
url = {https://doi.org/10.3217/978-3-85125-533-1-70},
doi = {10.3217/978-3-85125-533-1-70},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gbcic/OzdenizciYEPGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/OzdenizciYEPGC17,
author = {Ozan {\"{O}}zdenizci and
Mustafa Yalcin and
Ahmetcan Erdogan and
Volkan Patoglu and
Moritz Grosse{-}Wentrup and
M{\"{u}}jdat {\c{C}}etin},
title = {Pre-movement contralateral {EEG} low beta power is modulated with
motor adaptation learning},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {934--938},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952293},
doi = {10.1109/ICASSP.2017.7952293},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/OzdenizciYEPGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ner/JayaramSG17,
author = {Vinay Jayaram and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
title = {Frequency peak features for low-channel classification in motor imagery
paradigms},
booktitle = {8th International {IEEE/EMBS} Conference on Neural Engineering, {NER}
2017, Shanghai, China, May 25-28, 2017},
pages = {321--324},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/NER.2017.8008355},
doi = {10.1109/NER.2017.8008355},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ner/JayaramSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/MastakouriWOMSG17,
author = {Anastasia{-}Atalanti Mastakouri and
Sebastian Weichwald and
Ozan {\"{O}}zdenizci and
Timm Meyer and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
title = {Personalized brain-computer interface models for motor rehabilitation},
booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2017, Banff, AB, Canada, October 5-8, 2017},
pages = {3024--3029},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SMC.2017.8123089},
doi = {10.1109/SMC.2017.8123089},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/MastakouriWOMSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RubensteinWBMJG17,
author = {Paul K. Rubenstein and
Sebastian Weichwald and
Stephan Bongers and
Joris M. Mooij and
Dominik Janzing and
Moritz Grosse{-}Wentrup and
Bernhard Sch{\"{o}}lkopf},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Causal Consistency of Structural Equation Models},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/11.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/RubensteinWBMJG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MastakouriWOMSG17,
author = {Anastasia{-}Atalanti Mastakouri and
Sebastian Weichwald and
Ozan {\"{O}}zdenizci and
Timm Meyer and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
title = {Personalized Brain-Computer Interface Models for Motor Rehabilitation},
journal = {CoRR},
volume = {abs/1705.03259},
year = {2017},
url = {http://arxiv.org/abs/1705.03259},
eprinttype = {arXiv},
eprint = {1705.03259},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MastakouriWOMSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RubensteinWBMJG17,
author = {Paul K. Rubenstein and
Sebastian Weichwald and
Stephan Bongers and
Joris M. Mooij and
Dominik Janzing and
Moritz Grosse{-}Wentrup and
Bernhard Sch{\"{o}}lkopf},
title = {Causal Consistency of Structural Equation Models},
journal = {CoRR},
volume = {abs/1707.00819},
year = {2017},
url = {http://arxiv.org/abs/1707.00819},
eprinttype = {arXiv},
eprint = {1707.00819},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RubensteinWBMJG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/JayaramAASG16,
author = {Vinay Jayaram and
Morteza Alamgir and
Yasemin Altun and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
title = {Transfer Learning in Brain-Computer Interfaces Abstract{\textbackslash}uFFFDThe
performance of brain-computer interfaces (BCIs) improves with the
amount of avail},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {11},
number = {1},
pages = {20--31},
year = {2016},
url = {https://doi.org/10.1109/MCI.2015.2501545},
doi = {10.1109/MCI.2015.2501545},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/JayaramAASG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/WeichwaldGG16,
author = {Sebastian Weichwald and
Moritz Grosse{-}Wentrup and
Arthur Gretton},
title = {MERLiN: Mixture Effect Recovery in Linear Networks},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {10},
number = {7},
pages = {1254--1266},
year = {2016},
url = {https://doi.org/10.1109/JSTSP.2016.2601144},
doi = {10.1109/JSTSP.2016.2601144},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/WeichwaldGG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/Grosse-WentrupJ16,
author = {Moritz Grosse{-}Wentrup and
Dominik Janzing and
Markus Siegel and
Bernhard Sch{\"{o}}lkopf},
title = {Identification of causal relations in neuroimaging data with latent
confounders: An instrumental variable approach},
journal = {NeuroImage},
volume = {125},
pages = {825--833},
year = {2016},
url = {https://doi.org/10.1016/j.neuroimage.2015.10.062},
doi = {10.1016/J.NEUROIMAGE.2015.10.062},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/Grosse-WentrupJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/WeichwaldGSG16,
author = {Sebastian Weichwald and
Arthur Gretton and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
title = {Recovery of non-linear cause-effect relationships from linearly mixed
neuroimaging data},
booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI}
2016, Trento, Italy, June 22-24, 2016},
pages = {1--4},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/PRNI.2016.7552331},
doi = {10.1109/PRNI.2016.7552331},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prni/WeichwaldGSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/OzdenizciYEPGC16,
author = {Ozan {\"{O}}zdenizci and
Mustafa Yalcin and
Ahmetcan Erdogan and
Volkan Patoglu and
Moritz Grosse{-}Wentrup and
M{\"{u}}jdat {\c{C}}etin},
title = {Resting-state {EEG} correlates of motor learning performance in a
force-field adaptation task},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {2253--2256},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7496224},
doi = {10.1109/SIU.2016.7496224},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/OzdenizciYEPGC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/FiebigJ0G16,
author = {Karl{-}Heinz Fiebig and
Vinay Jayaram and
Jan Peters and
Moritz Grosse{-}Wentrup},
title = {Multi-task logistic regression in brain-computer interfaces},
booktitle = {2016 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2016, Budapest, Hungary, October 9-12, 2016},
pages = {2307--2312},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SMC.2016.7844582},
doi = {10.1109/SMC.2016.7844582},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/FiebigJ0G16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeichwaldGSG16,
author = {Sebastian Weichwald and
Arthur Gretton and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
title = {Recovery of non-linear cause-effect relationships from linearly mixed
neuroimaging data},
journal = {CoRR},
volume = {abs/1605.00391},
year = {2016},
url = {http://arxiv.org/abs/1605.00391},
eprinttype = {arXiv},
eprint = {1605.00391},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeichwaldGSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeichwaldFSG16,
author = {Sebastian Weichwald and
Tatiana Fomina and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
title = {Optimal Coding in Biological and Artificial Neural Networks},
journal = {CoRR},
volume = {abs/1605.07094},
year = {2016},
url = {http://arxiv.org/abs/1605.07094},
eprinttype = {arXiv},
eprint = {1605.07094},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeichwaldFSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/WeichwaldMOSBG15,
author = {Sebastian Weichwald and
Timm Meyer and
Ozan {\"{O}}zdenizci and
Bernhard Sch{\"{o}}lkopf and
Tonio Ball and
Moritz Grosse{-}Wentrup},
title = {Causal interpretation rules for encoding and decoding models in neuroimaging},
journal = {NeuroImage},
volume = {110},
pages = {48--59},
year = {2015},
url = {https://doi.org/10.1016/j.neuroimage.2015.01.036},
doi = {10.1016/J.NEUROIMAGE.2015.01.036},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/WeichwaldMOSBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ChaoulG15,
author = {Andrea Ibarra Chaoul and
Moritz Grosse{-}Wentrup},
title = {Is breathing rate a confounding variable in brain-computer interfaces
(BCIs) based on {EEG} spectral power?},
booktitle = {37th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
2015},
pages = {1079--1082},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EMBC.2015.7318552},
doi = {10.1109/EMBC.2015.7318552},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/ChaoulG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/JayaramWFFHHSSS15,
author = {Vinay Jayaram and
Natalie Widmann and
Christian Forster and
Tatiana Fomina and
Matthias Hohmann and
Jennifer Muller vom Hagen and
Matthis Synofzik and
Bernhard Sch{\"{o}}lkopf and
Ludger Sch{\"{o}}ls and
Moritz Grosse{-}Wentrup},
title = {Brain-computer interfacing in amyotrophic lateral sclerosis: Implications
of a resting-state {EEG} analysis},
booktitle = {37th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
2015},
pages = {6979--6982},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EMBC.2015.7319998},
doi = {10.1109/EMBC.2015.7319998},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/JayaramWFFHHSSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/FominaHSG15,
author = {Tatiana Fomina and
Matthias Hohmann and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
title = {Identification of the Default Mode Network with electroencephalography},
booktitle = {37th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
2015},
pages = {7566--7569},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EMBC.2015.7320143},
doi = {10.1109/EMBC.2015.7320143},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/FominaHSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/OzdenizciMCG15,
author = {Ozan {\"{O}}zdenizci and
Timm Meyer and
M{\"{u}}jdat {\c{C}}etin and
Moritz Grosse{-}Wentrup},
title = {Adaptive neurofeedback on parieto-occipital cortex for motor learning
performance},
booktitle = {2015 23nd Signal Processing and Communications Applications Conference
(SIU), Malatya, Turkey, May 16-19, 2015},
pages = {1837--1840},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SIU.2015.7130213},
doi = {10.1109/SIU.2015.7130213},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siu/OzdenizciMCG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HohmannFJWFHSSS15,
author = {Matthias R. Hohmann and
Tatiana Fomina and
Vinay Jayaram and
Natalie Widmann and
Christian Forster and
Jennifer Muller vom Hagen and
Matthis Synofzik and
Bernhard Sch{\"{o}}lkopf and
Ludger Sch{\"{o}}ls and
Moritz Grosse{-}Wentrup},
title = {A Cognitive Brain-Computer Interface for Patients with Amyotrophic
Lateral Sclerosis},
booktitle = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics,
Kowloon Tong, Hong Kong, October 9-12, 2015},
pages = {3187--3191},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SMC.2015.553},
doi = {10.1109/SMC.2015.553},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/HohmannFJWFHSSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeichwaldMOSBG15,
author = {Sebastian Weichwald and
Timm Meyer and
Ozan {\"{O}}zdenizci and
Bernhard Sch{\"{o}}lkopf and
Tonio Ball and
Moritz Grosse{-}Wentrup},
title = {Causal interpretation rules for encoding and decoding models in neuroimaging},
journal = {CoRR},
volume = {abs/1511.04780},
year = {2015},
url = {http://arxiv.org/abs/1511.04780},
eprinttype = {arXiv},
eprint = {1511.04780},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeichwaldMOSBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JayaramAASG15,
author = {Vinay Jayaram and
Morteza Alamgir and
Yasemin Altun and
Bernhard Sch{\"{o}}lkopf and
Moritz Grosse{-}Wentrup},
title = {Transfer Learning in Brain-Computer Interfaces},
journal = {CoRR},
volume = {abs/1512.00296},
year = {2015},
url = {http://arxiv.org/abs/1512.00296},
eprinttype = {arXiv},
eprint = {1512.00296},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JayaramAASG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeichwaldSBG15,
author = {Sebastian Weichwald and
Bernhard Sch{\"{o}}lkopf and
Tonio Ball and
Moritz Grosse{-}Wentrup},
title = {Causal and anti-causal learning in pattern recognition for neuroimaging},
journal = {CoRR},
volume = {abs/1512.04808},
year = {2015},
url = {http://arxiv.org/abs/1512.04808},
eprinttype = {arXiv},
eprint = {1512.04808},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeichwaldSBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogip/WeichwaldMSBG14,
author = {Sebastian Weichwald and
Timm Meyer and
Bernhard Sch{\"{o}}lkopf and
Tonio Ball and
Moritz Grosse{-}Wentrup},
title = {Decoding index finger position from {EEG} using random forests},
booktitle = {4th International Workshop on Cognitive Information Processing, {CIP}
2014, Copenhagen, Denmark, May 26-28, 2014},
pages = {1--6},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CIP.2014.6844513},
doi = {10.1109/CIP.2014.6844513},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cogip/WeichwaldMSBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/WeichwaldSBG14,
author = {Sebastian Weichwald and
Bernhard Sch{\"{o}}lkopf and
Tonio Ball and
Moritz Grosse{-}Wentrup},
title = {Causal and anti-causal learning in pattern recognition for neuroimaging},
booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI}
2014, T{\"{u}}bingen, Germany, June 4-6, 2014},
pages = {1--4},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/PRNI.2014.6858551},
doi = {10.1109/PRNI.2014.6858551},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prni/WeichwaldSBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FardG14,
author = {Pouyan Rafiei Fard and
Moritz Grosse{-}Wentrup},
title = {The Influence of Decoding Accuracy on Perceived Control: {A} Simulated
{BCI} Study},
journal = {CoRR},
volume = {abs/1410.6752},
year = {2014},
url = {http://arxiv.org/abs/1410.6752},
eprinttype = {arXiv},
eprint = {1410.6752},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FardG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/Grosse-WentrupHZHS13,
author = {Moritz Grosse{-}Wentrup and
Stefan Harmeling and
Thorsten O. Zander and
N. Jeremy Hill and
Bernhard Sch{\"{o}}lkopf},
title = {How to Test the Quality of Reconstructed Sources in Independent Component
Analysis {(ICA)} of {EEG/MEG} Data},
booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI}
2013, Philadelphia, PA, USA, June 22-24, 2013},
pages = {102--105},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/PRNI.2013.35},
doi = {10.1109/PRNI.2013.35},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prni/Grosse-WentrupHZHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/MeyerPBZSSG12,
author = {Timm Meyer and
Jan Peters and
Doris Brtz and
Thorsten O. Zander and
Bernhard Sch{\"{o}}lkopf and
Surjo R. Soekadar and
Moritz Grosse{-}Wentrup},
title = {A brain-robot interface for studying motor learning after stroke},
booktitle = {2012 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2012, Vilamoura, Algarve, Portugal, October 7-12,
2012},
pages = {4078--4083},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IROS.2012.6385646},
doi = {10.1109/IROS.2012.6385646},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/MeyerPBZSSG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2011mlini,
editor = {Georg Langs and
Irina Rish and
Moritz Grosse{-}Wentrup and
Brian Murphy},
title = {Machine Learning and Interpretation in Neuroimaging - International
Workshop, {MLINI} 2011, Held at {NIPS} 2011, Sierra Nevada, Spain,
December 16-17, 2011, Revised Selected and Invited Contributions},
series = {Lecture Notes in Computer Science},
volume = {7263},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34713-9},
doi = {10.1007/978-3-642-34713-9},
isbn = {978-3-642-34712-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2011mlini.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cin/DevlaminckWGOS11,
author = {Dieter Devlaminck and
Bart Wyns and
Moritz Grosse{-}Wentrup and
Georges Otte and
Patrick Santens},
title = {Multisubject Learning for Common Spatial Patterns in Motor-Imagery
{BCI}},
journal = {Comput. Intell. Neurosci.},
volume = {2011},
pages = {217987:1--217987:9},
year = {2011},
url = {https://doi.org/10.1155/2011/217987},
doi = {10.1155/2011/217987},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cin/DevlaminckWGOS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/Grosse-WentrupSH11,
author = {Moritz Grosse{-}Wentrup and
Bernhard Sch{\"{o}}lkopf and
N. Jeremy Hill},
title = {Causal influence of gamma oscillations on the sensorimotor rhythm},
journal = {NeuroImage},
volume = {56},
number = {2},
pages = {837--842},
year = {2011},
url = {https://doi.org/10.1016/j.neuroimage.2010.04.265},
doi = {10.1016/J.NEUROIMAGE.2010.04.265},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/Grosse-WentrupSH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/Gomez-RodriguezPHSGG10,
author = {Manuel Gomez{-}Rodriguez and
Jan Peters and
N. Jeremy Hill and
Bernhard Sch{\"{o}}lkopf and
Alireza Gharabaghi and
Moritz Grosse{-}Wentrup},
title = {Closing the sensorimotor loop: Haptic feedback facilitates decoding
of arm movement imagery},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Istanbul, Turkey, 10-13 October 2010},
pages = {121--126},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICSMC.2010.5642217},
doi = {10.1109/ICSMC.2010.5642217},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/Gomez-RodriguezPHSGG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AlamgirGA10,
author = {Morteza Alamgir and
Moritz Grosse{-}Wentrup and
Yasemin Altun},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Multitask Learning for Brain-Computer Interfaces},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {17--24},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/alamgir10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AlamgirGA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/Grosse-WentrupLGB09,
author = {Moritz Grosse{-}Wentrup and
Christian Liefhold and
Klaus Gramann and
Martin Buss},
title = {Beamforming in Noninvasive Brain-Computer Interfaces},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {56},
number = {4},
pages = {1209--1219},
year = {2009},
url = {https://doi.org/10.1109/TBME.2008.2009768},
doi = {10.1109/TBME.2008.2009768},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/Grosse-WentrupLGB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Grosse-Wentrup2008,
author = {Moritz Grosse{-}Wentrup},
title = {Feature extraction in non-invasive brain-computer interfaces},
school = {Technical University Munich, Germany},
year = {2008},
url = {https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20080414-649232-1-7},
urn = {urn:nbn:de:bvb:91-diss-20080414-649232-1-7},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Grosse-Wentrup2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/Grosse-WentrupB08,
author = {Moritz Grosse{-}Wentrup and
Martin Buss},
title = {Multiclass Common Spatial Patterns and Information Theoretic Feature
Extraction},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {55},
number = {8},
pages = {1991--2000},
year = {2008},
url = {https://doi.org/10.1109/TBME.2008.921154},
doi = {10.1109/TBME.2008.921154},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/Grosse-WentrupB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Grosse-Wentrup08,
author = {Moritz Grosse{-}Wentrup},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Understanding Brain Connectivity Patterns during Motor Imagery for
Brain-Computer Interfacing},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {561--568},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/7d04bbbe5494ae9d2f5a76aa1c00fa2f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Grosse-Wentrup08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/Grosse-WentrupC07,
author = {Moritz Grosse{-}Wentrup and
Jos{\'{e}} L. Contreras{-}Vidal},
title = {The role of the striatum in adaptation learning: a computational model},
journal = {Biol. Cybern.},
volume = {96},
number = {4},
pages = {377--388},
year = {2007},
url = {https://doi.org/10.1007/s00422-007-0142-8},
doi = {10.1007/S00422-007-0142-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bc/Grosse-WentrupC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/Grosse-WentrupB07,
author = {Moritz Grosse{-}Wentrup and
Martin Buss},
title = {Overcomplete Independent Component Analysis via Linearly Constrained
Minimum Variance Spatial Filtering},
journal = {J. {VLSI} Signal Process.},
volume = {48},
number = {1-2},
pages = {161--171},
year = {2007},
url = {https://doi.org/10.1007/s11265-006-0028-3},
doi = {10.1007/S11265-006-0028-3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vlsisp/Grosse-WentrupB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/LiefholdGGB07,
author = {Christian Liefhold and
Moritz Grosse{-}Wentrup and
Klaus Gramann and
Martin Buss},
editor = {Fred A. Hamprecht and
Christoph Schn{\"{o}}rr and
Bernd J{\"{a}}hne},
title = {Comparison of Adaptive Spatial Filters with Heuristic and Optimized
Region of Interest for {EEG} Based Brain-Computer-Interfaces},
booktitle = {Pattern Recognition, 29th {DAGM} Symposium, Heidelberg, Germany, September
12-14, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4713},
pages = {274--283},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74936-3\_28},
doi = {10.1007/978-3-540-74936-3\_28},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dagm/LiefholdGGB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/Grosse-WentrupB06,
author = {Moritz Grosse{-}Wentrup and
Martin Buss},
title = {Subspace identification through blind source separation},
journal = {{IEEE} Signal Process. Lett.},
volume = {13},
number = {2},
pages = {100--103},
year = {2006},
url = {https://doi.org/10.1109/LSP.2005.861581},
doi = {10.1109/LSP.2005.861581},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/Grosse-WentrupB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/BreunGUB06,
author = {Peter Breun and
Moritz Grosse{-}Wentrup and
Wolfgang Utschick and
Martin Buss},
editor = {Katrin Franke and
Klaus{-}Robert M{\"{u}}ller and
Bertram Nickolay and
Ralf Sch{\"{a}}fer},
title = {Robust {MEG} Source Localization of Event Related Potentials: Identifying
Relevant Sources by Non-Gaussianity},
booktitle = {Pattern Recognition, 28th {DAGM} Symposium, Berlin, Germany, September
12-14, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4174},
pages = {394--403},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11861898\_40},
doi = {10.1007/11861898\_40},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagm/BreunGUB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Grosse-WentrupGB06,
author = {Moritz Grosse{-}Wentrup and
Klaus Gramann and
Martin Buss},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Adaptive Spatial Filters with predefined Region of Interest for {EEG}
based Brain-Computer-Interfaces},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {537--544},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/7221e5c8ec6b08ef6d3f9ff3ce6eb1d1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Grosse-WentrupGB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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