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cvep-literature.bib
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@article{ahmadi2019,
title={Low channel count montages using sensor tying for {VEP}-based {BCI}},
author={Ahmadi, Sara and Borhanazad, Marzieh and Tump, Danielle and Farquhar, Jason and Desain, Peter},
journal={Journal of Neural Engineering},
year={2019},
publisher={IOP Publishing},
doi = {10.1088/1741-2552/ab4057},
url = {https://doi.org/10.1088/1741-2552/ab4057}
}
@dataset{ahmadi2019dataset1,
author = {Ahmadi, S.},
title = {{High density EEG measurment}},
year = 2019,
publisher = {Radboud University},
version = 1,
doi = {10.34973/psaf-mq72},
url = {https://doi.org/10.34973/psaf-mq72}
}
@dataset{ahmadi2019dataset2,
author = {Ahmadi, S.},
title = {{Sensor tying}},
year = 2019,
publisher = {Radboud University},
version = 1,
doi = {10.34973/ehq6-b836},
url = {https://doi.org/10.34973/ehq6-b836}
}
@Inproceedings{ahmadi2023,
author={Sara Ahmadi and Peter Desain},
editor={Natalie Mrachacz-Kersting and Jennifer Collinger and Donatella Mattia and Davide Valeriani and Mariska Vansteensel and Gernot Müller-Putz},
title={A Model-based Dynamic Stopping Method for {c-VEP BCI}},
booktitle={{Proceedings of the 10th International Brain-Computer Interface Meeting 2023: Balancing Innovation and Translation}},
year={2023},
doi = {10.3217/978-3-85125-962-9-168},
url = {https://doi.org/10.3217/978-3-85125-962-9-168}
}
@inproceedings{aminaka2015a,
title={Chromatic and high-frequency {cVEP}-based {BCI} paradigm},
author={Aminaka, Daiki and Makino, Shoji and Rutkowski, Tomasz M},
booktitle={{2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}},
pages={1906--1909},
year={2015},
organization={IEEE},
doi = {10.1109/EMBC.2015.7318755},
url = {https://doi.org/10.1109/EMBC.2015.7318755}
}
@inproceedings{aminaka2015b,
title={Classification accuracy improvement of chromatic and high--frequency code--modulated visual evoked potential--based {BCI}},
author={Aminaka, Daiki and Makino, Shoji and Rutkowski, Tomasz M},
booktitle={{International Conference on Brain Informatics and Health}},
pages={232--241},
year={2015},
organization={Springer},
doi = {10.1007/978-3-319-23344-4_23},
url = {https://doi.org/10.1007/978-3-319-23344-4_23}
}
@inproceedings{aminaka2015c,
title={{EEG} filtering optimization for code--modulated chromatic visual evoked potential--based brain--computer interface},
author={Aminaka, Daiki and Makino, Shoji and Rutkowski, Tomasz M},
booktitle={{International Workshop on Symbiotic Interaction}},
pages={1--6},
year={2015},
organization={Springer},
doi = {10.1007/978-3-319-24917-9_1},
url = {https://doi.org/10.1007/978-3-319-24917-9_1}
}
@inproceedings{aminaka2015d,
title={{SVM} classification study of code-modulated visual evoked potentials},
author={Aminaka, Daiki and Makino, Shoji and Rutkowski, Tomasz M},
booktitle={{2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)}},
pages={1065--1070},
year={2015},
organization={IEEE},
doi = {10.1109/APSIPA.2015.7415435},
url = {https://doi.org/10.1109/APSIPA.2015.7415435}
}
@incollection{aminaka2017,
title={A sixteen-command and 40 {Hz} carrier frequency code-modulated visual evoked potential {BCI}},
author={Aminaka, Daiki and Rutkowski, Tomasz M},
booktitle={{Brain-Computer Interface Research}},
pages={97--104},
year={2017},
publisher={Springer},
doi = {10.1007/978-3-319-64373-1_10},
url = {https://doi.org/10.1007/978-3-319-64373-1_10}
}
@inproceedings{basaklar2018,
title={Effects of High Stimulus Presentation Rate on {c-VEP} based {BCIs}},
author={Ba{\c{s}}aklar, Toygun and {\.I}der, Yusuf Ziya and Tuncel, Yi{\u{g}}it},
booktitle={{2018 Medical Technologies National Congress (TIPTEKNO)}},
pages={1--4},
year={2018},
organization={IEEE},
doi = {10.1088/2057-1976/ab0cee},
url = {https://doi.org/10.1088/2057-1976/ab0cee}
}
@article{basaklar2019,
title={Effects of high stimulus presentation rate on {EEG} template characteristics and performance of {c-VEP} based {BCIs}},
author={Ba{\c{s}}aklar, Toygun and Tuncel, Yi{\u{g}}it and {\.I}der, Yusuf Ziya},
journal={Biomedical Physics \& Engineering Express},
year={2019},
publisher={IOP Publishing},
doi = {10.1088/2057-1976/ab0cee},
url = {https://doi.org/10.1088/2057-1976/ab0cee}
}
@article{behboodi2020,
title={Optimization of Visual Stimulus Sequence in a Brain-Computer Interface Based on Code Modulated Visual Evoked Potentials},
author={Behboodi, Mohammadreza and Mahnam, Amin and Marateb, Hamidreza and Rabbani, Hossein},
journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering},
year={2020},
publisher={IEEE},
doi = {10.1109/TNSRE.2020.3044947},
url = {https://doi.org/10.1109/TNSRE.2020.3044947}
}
@article{bohorquez2006,
title={Signal to noise ratio analysis of maximum length sequence deconvolution of overlapping evoked potentials},
author={Boh{\'o}rquez, Jorge and {\"O}zdamar, {\"O}zcan},
journal={The Journal of the Acoustical Society of America},
volume={119},
number={5},
pages={2881--2888},
year={2006},
publisher={Acoustical Society of America},
doi={10.1121/1.2191609},
url={https://doi.org/10.1121/1.2191609}
}
@inproceedings{bohorquez2013,
title={Deconvolution and modeling of overlapping visual evoked potentials},
author={Boh{\'o}rquez, Jorge and Lozano, Sebastian and Kao, Alexander and Toft-Nielsen, Jonathon and {\"O}zdamar, {\"O}zcan},
booktitle={2013 29th Southern Biomedical Engineering Conference},
pages={31--32},
year={2013},
organization={IEEE},
doi={10.1109/SBEC.2013.24},
url={https://doi.org/10.1109/SBEC.2013.24}
}
@inproceedings{borhanazad2019,
title={The effect of high and low frequencies in {c-VEP BCI}.},
author={Borhanazad, Marzieh and Thielen, Jordy and Farquhar, Jason and Desain, Peter},
booktitle={{8th Graz Brain-Computer Interface Conference 2019}},
year={2019},
doi = {10.3217/978-3-85125-682-6-24},
url = {https://doi.org/10.3217/978-3-85125-682-6-24}
}
@article{bin2009,
title={{VEP}-based brain-computer interfaces: time, frequency, and code modulations},
author={Bin, Guangyu and Gao, Xiaorong and Wang, Yijun and Hong, Bo and Gao, Shangkai},
journal={IEEE Computational Intelligence Magazine},
volume={4},
number={4},
pages={22--26},
year={2009},
publisher={IEEE},
doi = {10.1109/MCI.2009.934562},
url = {https://doi.org/10.1109/MCI.2009.934562}
}
@article{bin2011,
title={A high-speed {BCI} based on code modulation {VEP}},
author={Bin, Guangyu and Gao, Xiaorong and Wang, Yijun and Li, Yun and Hong, Bo and Gao, Shangkai},
journal={Journal of Neural Engineering},
volume={8},
number={2},
pages={025015},
year={2011},
publisher={IOP Publishing},
doi = {10.1088/1741-2560/8/2/025015},
url = {https://doi.org/10.1088/1741-2560/8/2/025015}
}
@inproceedings{canturk2024,
title={A novel {ChatGPT}-driven communication aid based on code-modulated visual evoked potentials ({cVEP})},
author={Atilla Cantürk and Ivan Volosyak},
booktitle={{9th Graz Brain-Computer Interface Conference 2024}},
year={2024},
doi = {10.3217/978-3-99161-014-4-008},
url = {https://doi.org/10.3217/978-3-99161-014-4-008}
}
@article{castillos2023,
title={Burst {c-VEP} Based {BCI}: Optimizing stimulus design for enhanced classification with minimal calibration data and improved user experience},
author={Castillos, Kalou Cabrera and Ladouce, Simon and Darmet, Ludovic and Dehais, Fr{\'e}d{\'e}ric},
journal={NeuroImage},
volume={284},
pages={120446},
year={2023},
publisher={Elsevier},
doi = {10.1016/j.neuroimage.2023.120446},
url = {https://doi.org/10.1016/j.neuroimage.2023.120446}
}
@dataset{castillos2023dataset,
author = {Kalou Cabrera Castillos},
title = {{4-class code-VEP EEG data}},
year = 2023,
publisher = {Zenodo},
doi = {10.5281/zenodo.8255618},
url = {https://doi.org/10.5281/zenodo.8255618}
}
@dataset{castillos2024dataset,
author = {Cabrera Castillos, Kalou and
Dehais, Frédéric},
title = {5-Class Burst C-VEP with Dry EEG},
year = 2024,
publisher = {Zenodo},
doi = {10.5281/zenodo.13838406},
url = {https://doi.org/10.5281/zenodo.13838406}
}
@inproceedings{darmet2023,
title={Shortened calibration of code-{VEP} based {BCI} by improved deep learning architecture and golden subjects pre-training},
author={Darmet, Ludovic and Ladouce, Simon and Dehais, Fr{\'e}d{\'e}ric},
booktitle={{11th International IEEE EMBS Conference on Neural Engineering}},
year={2023},
url = {https://hal.science/hal-03984091/}
}
@article{dehais2022,
title={Dual passive reactive brain-computer interface: A novel approach to human-machine symbiosis},
author={Dehais, Fr{\'e}d{\'e}ric and Ladouce, Simon and Darmet, Ludovic and Nong, Tran-Vu and Ferraro, Giuseppe and Torre Tresols, Juan and Velut, S{\'e}bastien and Labedan, Patrice},
journal={Frontiers in Neuroergonomics},
volume={3},
pages={824780},
year={2022},
publisher={Frontiers Media SA},
doi = {10.3389/fnrgo.2022.824780},
url = {https://doi.org/10.3389/fnrgo.2022.824780}
}
@article{dehais2024,
title={Leveraging Grating-Based Flickers: A Leap Toward Practical, Visually Comfortable, and High-Performance Dry {EEG} Code-{VEP} {BCI}},
author={Dehais, Frederic and Cabrera Castillos, Kalou and Ladouce, Simon and Clisson, Pierre},
journal={bioRxiv},
pages={2024--07},
year={2024},
publisher={Cold Spring Harbor Laboratory}.
doi={10.1101/2024.07.17.603960},
url={https://doi.org/10.1101/2024.07.17.603960}
}
@inproceedings{desain2008,
title={Detecting spread spectrum pseudo random noise tags in {EEG/MEG} using a structure-based decomposition},
author={Desain, P and Farquhar, J and Blankespoor, J and Gielen, S},
year={2008},
booktitle={{4th International Brain-Computer Interface Workshop and Training Course 2008}},
url = {https://www.tugraz.at/fileadmin/user_upload/Institute/INE/Proceedings/Proceedings_BCI_Conference_2008.pdf}
}
@misc{desain2016,
title={Brain computer interface using broadband evoked potentials},
author={Desain, Peter and Thielen, Jordy and van den Broek, Philip and Farquhar, Jason},
year={2016},
publisher={Google Patents},
note={US Patent App. 15/328,083},
url = {https://patents.google.com/patent/WO2016012390A1/en}
}
@misc{desain2019,
title={Brain computer interface using broadband evoked potentials},
author={Desain, Peter and Thielen, Jordy and van den Broek, Philip and Farquhar, Jason},
year={2019},
publisher={Google Patents},
note={US Patent App. 10/314,508}
}
@article{dimitriadis2018,
title={Enhancing performance and bit rates in a brain--computer interface system with phase-to-amplitude cross-frequency coupling: evidences from traditional {c-VEP}, Fast {c-VEP}, and {SSVEP} designs},
author={Dimitriadis, Stavros I and Marimpis, Avraam D},
journal={Frontiers in Neuroinformatics},
volume={12},
pages={19},
year={2018},
publisher={Frontiers},
doi = {10.3389/fninf.2018.00019},
url = {https://doi.org/10.3389/fninf.2018.00019}
}
@article{fernandez2023,
title={Influence of spatial frequency in visual stimuli for {cVEP}-based {BCIs}: evaluation of performance and user experience},
author={Fern{\'a}ndez-Rodr{\'\i}guez, {\'A}lvaro and Mart{\'\i}nez-Cagigal, V{\'\i}ctor and Santamar{\'\i}a-V{\'a}zquez, Eduardo and Ron-Angevin, Ricardo and Hornero, Roberto},
journal={Frontiers in Human Neuroscience},
volume={17},
year={2023},
publisher={Frontiers Media SA},
doi = {10.3389/fnhum.2023.1288438},
url = {https://doi.org/10.3389/fnhum.2023.1288438}
}
@inproceedings{farquhar2008,
title={Towards a noise-tagging auditory {BCI}-paradigm},
author={Farquhar, J and Blankespoor, J and Vlek, R and Desain, P},
year={2008},
booktitle={{4th International Brain-Computer Interface Workshop and Training Course 2008}},
url = {https://www.tugraz.at/fileadmin/user_upload/Institute/INE/Proceedings/Proceedings_BCI_Conference_2008.pdf}
}
@article{fodor2024,
title={Evaluation of Different Visual Feedback Methods for Brain—Computer Interfaces ({BCI}) Based on Code-Modulated Visual Evoked Potentials ({cVEP})},
author={Fodor, Mil{\'a}n Andr{\'a}s and Herschel, Hannah and Cant{\"u}rk, Atilla and Heisenberg, Gernot and Volosyak, Ivan},
journal={Brain Sciences},
volume={14},
number={8},
pages={846},
year={2024},
publisher={MDPI},
doi={10.3390/brainsci14080846},
url={https://doi.org/10.3390/brainsci14080846}
}
@inproceedings{gembler2018a,
title={A Dictionary Driven Mental Typewriter Based on Code-Modulated Visual Evoked Potentials ({cVEP})},
author={Gembler, Felix and Stawicki, Piotr and Saboor, Abdul and Benda, Mihaly and Grichnik, Roland and Rezeika, Aya and Volosyak, Ivan},
booktitle={{2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)}},
pages={619--624},
year={2018},
organization={IEEE},
doi = {10.1109/SMC.2018.00114},
url = {https://doi.org/10.1109/SMC.2018.00114}
}
@inproceedings{gembler2018b,
title={Effects of monitor refresh rates on {c-VEP BCIs}},
author={Gembler, Felix and Stawicki, Piotr and Rezeika, Aya and Saboor, Abdul and Benda, Mihaly and Volosyak, Ivan},
booktitle={{International Workshop on Symbiotic Interaction}},
pages={53--62},
year={2018},
organization={Springer},
doi = {10.1007/978-3-319-91593-7_6},
url = {https://doi.org/10.1007/978-3-319-91593-7_6}
}
@article{gembler2019a,
title={A Novel Dictionary-Driven Mental Spelling Application Based on Code-Modulated Visual Evoked Potentials},
author={Gembler, Felix and Volosyak, Ivan},
journal={Computers},
volume={8},
number={2},
pages={33},
year={2019},
publisher={Multidisciplinary Digital Publishing Institute},
doi = {10.3390/computers8020033},
url = {https://doi.org/10.3390/computers8020033}
}
@inproceedings{gembler2019b,
title={A Comparison of {cVEP}-Based {BCI}-Performance Between Different Age Groups},
author={Gembler, Felix and Stawicki, Piotr and Rezeika, Aya and Volosyak, Ivan},
booktitle={{International Work-Conference on Artificial Neural Networks}},
pages={394--405},
year={2019},
organization={Springer},
doi = {10.1007/978-3-030-20521-8_33},
url = {https://doi.org/10.1007/978-3-030-20521-8_33}
}
@article{gembler2019c,
title={Dynamic time window mechanism for time synchronous {VEP}-based {BCIs}—Performance evaluation with a dictionary-supported {BCI} speller employing {SSVEP} and {c-VEP}},
author={Gembler, Felix and Stawicki, Piotr and Saboor, Abdul and Volosyak, Ivan},
journal={PLOS ONE},
volume={14},
number={6},
pages={e0218177},
year={2019},
publisher={Public Library of Science},
doi = {10.1371/journal.pone.0218177},
url = {https://doi.org/10.1371/journal.pone.0218177}
}
@inproceedings{gembler2019d,
title={A multi-target c-{VEP}-based {BCI} speller utilizing n-gram word prediction and filter bank classification},
author={Gembler, Felix and Benda, Mihaly and Saboor, Abdul and Volosyak, Ivan},
booktitle={{2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)}},
pages={2719--2724},
year={2019},
organization={IEEE},
doi = {10.1109/SMC.2019.8914235},
url = {https://doi.org/10.1109/SMC.2019.8914235}
}
@article{gembler2020a,
title={Five Shades of Grey: Exploring Quintary m-Sequences for More User-Friendly {c-VEP}-Based {BCIs}},
author={Gembler, Felix and Rezeika, Aya and Benda, Mihaly and Volosyak, Ivan},
journal={Computational Intelligence and Neuroscience},
volume={2020},
year={2020},
publisher={Hindawi},
doi = {10.1155/2020/7985010},
url = {https://doi.org/10.1155/2020/7985010}
}
@article{gembler2020b,
title={Asynchronous {c-VEP} communication tools—efficiency comparison of low-target, multi-target and dictionary-assisted {BCI} spellers},
author={Gembler, Felix and Benda, Mihaly and Rezeika, Aya and Stawicki, Piotr R and Volosyak, Ivan},
journal={Scientific Reports},
volume={10},
number={1},
pages={1--13},
year={2020},
publisher={Nature Publishing Group},
doi = {10.1038/s41598-020-74143-4},
url = {https://doi.org/10.1038/s41598-020-74143-4}
}
@phdthesis{gembler2020c,
title={Parameter Optimization for Brain-Computer Interfaces based on Visual Evoked Potentials},
author={Gembler, Felix},
year={2020},
school={Universität Bielefeld}
}
@inproceedings{gembler2020d,
title={Exploring session-to-session transfer for brain-computer interfaces based on code-modulated visual evoked potentials},
author={Gembler, Felix and Stawicki, Piotr and Rezeika, Aya and Benda, Mihaly and Volosyak, Ivan},
booktitle={2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},
pages={1505--1510},
year={2020},
organization={IEEE},
doi={10.1109/SMC42975.2020.9282826},
url={https://doi.org/10.1109/SMC42975.2020.9282826}
}
@article{grigoryan2019,
title={HIGH-SPEED BRAIN-COMPUTER COMMUNICATION INTERFACE BASED ON CODE-MODULATED VISUAL EVOKED POTENTIALS},
author={Grigoryan, RK and Filatov, DB and Kaplan, AY},
journal={Bulletin of Russian State Medical University},
number={2},
year={2019},
publisher={Государственное бюджетное образовательное учреждение высшего},
doi = {10.24075/brsmu.2019.019},
url = {https://doi.org/10.24075/brsmu.2019.019}
}
@article{guyonnet2024,
title={Fast and robust objective {EEG} audiometry},
author={Guyonnet-Hencke, Timoth and Portoles, Oscar and de Vries, Marten and Koderman, Eva and Winkler, Alexandra and Goodall, Jennifer and Desain, Peter and Thielen, Jordy and Schulte, Michael and Beynon, Andy and others},
journal={bioRxiv},
pages={2024--05},
year={2024},
publisher={Cold Spring Harbor Laboratory},
doi={10.1101/2024.05.22.595285},
url={https://doi.org/10.1101/2024.05.22.595285}
}
@inproceedings{hanagata2002,
title={A method for detecting gazed target using visual evoked potentials elicited by pseudorandom stimuli},
author={Hanagata, J and Momose, K},
booktitle={Proc. 5th Asia Pacific Conf. Medical and Biological Engineering and 11th Int. Conf. Biomedical Engineering (ICBME)},
year={2002}
}
@inproceedings{henke2023,
title={Investigating the Influence of Background Music on the Performance of a {cVEP}-Based {BCI}},
author={Henke, Lisa and Rulffs, Paul and Adepoju, Foluke and Stawicki, Piotr and Cant{\"u}rk, Atilla and Volosyak, Ivan},
booktitle={{2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)}},
pages={1104--1109},
year={2023},
organization={IEEE},
doi = {10.3390/healthcare11071014},
url = {https://doi.org/10.3390/healthcare11071014}
}
@article{huang2020,
title={Ensemble or pool: A comprehensive study on transfer learning for c-{VEP BCI} during interpersonal interaction},
author={Huang, Zhihua and Zheng, Wenming and Wu, Yingjie and Wang, Yiwen},
journal={Journal of Neuroscience Methods},
volume={343},
pages={108855},
year={2020},
publisher={Elsevier},
doi = {10.1016/j.jneumeth.2020.108855},
url = {https://doi.org/10.1016/j.jneumeth.2020.108855}
}
@article{huang2023,
title={Visual tracking brain computer interface},
author={Huang, Changxing and Shi, Nanlin and Miao, Yining and Chen, Xiaogang and Wang, Yijun and Gao, Xiaorong},
journal={arXiv preprint arXiv:2311.12592},
year={2023},
doi = {10.48550/arXiv.2311.12592},
url = {https://doi.org/10.48550/arXiv.2311.12592}
}
@inproceedings{isaksen2016,
title={A comparative study of pseudorandom sequences used in a {c-VEP} based {BCI} for online wheelchair control},
author={Isaksen, Jonas and Mohebbi, Ali and Puthusserypady, Sadasivan},
booktitle={{2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}},
pages={1512--1515},
year={2016},
organization={IEEE},
doi = {10.1109/EMBC.2016.7590997},
url = {https://doi.org/10.1109/EMBC.2016.7590997}
}
@article{isaksen2017,
title={Optimal pseudorandom sequence selection for online {c-VEP} based {BCI} control applications},
author={Isaksen, Jonas and Mohebbi, Ali and Puthusserypady, Sadasivan},
journal={PLOS ONE},
volume={12},
number={9},
pages={e0184785},
year={2017},
publisher={Public Library of Science},
doi = {10.1371/journal.pone.0184785},
url = {https://doi.org/10.1371/journal.pone.0184785}
}
@article{kadiouglu2019,
title={Robust Fusion of {c-VEP} and Gaze},
author={Kad{\i}o{\u{g}}lu, Berkan and Y{\i}ld{\i}z, {\.I}lkay and Closas, Pau and Fried-Oken, Melanie B and Erdo{\u{g}}mu{\c{s}}, Deniz},
journal={IEEE Sensors Letters},
volume={3},
number={1},
pages={1--4},
year={2019},
publisher={IEEE},
doi = {10.1109/LSENS.2018.2878705},
url = {https://doi.org/10.1109/LSENS.2018.2878705}
}
@inproceedings{kapeller2013,
title={A {BCI} using {VEP} for continuous control of a mobile robot},
author={Kapeller, Christoph and Hinterm{\"u}ller, Christoph and Abu-Alqumsan, Mohammad and Pr{\"u}ckl, Robert and Peer, Angelika and Guger, Christoph},
booktitle={{2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}},
pages={5254--5257},
year={2013},
organization={IEEE},
doi = {10.1109/EMBC.2013.6610734},
url = {https://doi.org/10.1109/EMBC.2013.6610734}
}
@article{kapeller2014,
title={An electrocorticographic {BCI} using code-based {VEP} for control in video applications: a single-subject study},
author={Kapeller, Christoph and Kamada, Kyousuke and Ogawa, Hiroshi and Prueckl, Robert and Scharinger, Josef and Guger, Christoph},
journal={Frontiers in Systems Neuroscience},
volume={8},
pages={139},
year={2014},
publisher={Frontiers},
doi = {10.3389/fnsys.2014.00139},
url = {https://doi.org/10.3389/fnsys.2014.00139}
}
@inproceedings{kaya2019a,
title={Brain Computer Interface Switch Based on Quasi-Steady-State Visual Evoked Potentials},
author={Kaya, Ibrahim and Bohorquez, Jorge E and Ozdamar, Ozcan},
booktitle={2019 9th International IEEE/EMBS Conference on Neural Engineering (NER)},
pages={1175--1178},
year={2019},
organization={IEEE},
doi={},
url={}
}
@article{kaya2019b,
title={A {BCI} Gaze Sensing Method Using Low Jitter Code Modulated {VEP}},
author={Kaya, Ibrahim and Boh{\'o}rquez, Jorge and {\"O}zdamar, {\"O}zcan},
journal={Sensors},
volume={19},
number={17},
pages={3797},
year={2019},
publisher={Multidisciplinary Digital Publishing Institute},
doi = {10.3390/s19173797},
url = {https://doi.org/10.3390/s19173797}
}
@phdthesis{kaya2019c,
title={High rate quasi-steady-state pattern visual evoked potentials for brain-computer Interface},
author={Kaya, Ibrahim},
year={2019},
school={University of Miami}
}
@article{kaya2021,
title={{BCI} Performance Improvement by Special Low Jitter Quasi-Steady-State {VEP} Paradigm},
author={Kaya, Ibrahim and Bohorquez, Jorge and {\"O}zdamar, {\"O}zcan},
journal={Modern Approaches to Augmentation of Brain Function},
pages={121--139},
year={2021},
publisher={Springer},
doi={10.1007/978-3-030-54564-2_7},
url={https://doi.org/10.1007/978-3-030-54564-2_7}
}
@article{lai2011,
title={A chromatic transient visual evoked potential based encoding/decoding approach for brain--computer interface},
author={Lai, Sui Man and Zhang, Zhiguo and Hung, Yeung Sam and Niu, Zhendong and Chang, Chunqi},
journal={IEEE Journal on Emerging and Selected Topics in Circuits and Systems},
volume={1},
number={4},
pages={578--589},
year={2011},
publisher={IEEE},
doi = {10.1109/JETCAS.2011.2178734},
url = {https://doi.org/10.1109/JETCAS.2011.2178734}
}
@inproceedings{lai2023,
title={High-performance Deep Neural Network Pretrained with Contrastive Learning for Asynchronous High-frequency {c-VEP} Detection},
author={Lai, En and Mai, Ximing and Meng, Jianjun},
booktitle={{2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)}},
pages={2515--2521},
year={2023},
organization={IEEE},
doi={10.1109/BIBM58861.2023.10385977},
url={https://doi.org/10.1109/BIBM58861.2023.10385977}
}
@article{lai2024,
title={High-Frequency Discrete-Interval Binary Sequence in Asynchronous {c-VEP}-based {BCI} for Visual Fatigue Reduction},
author={Lai, En and Mai, Ximing and Ji, Minghao and Li, Songwei and Meng, Jianjun},
journal={IEEE Journal of Biomedical and Health Informatics},
year={2024},
publisher={IEEE},
doi = {10.1109/BIBM58861.2023.10385977},
url = {https://doi.org/10.1109/BIBM58861.2023.10385977}
}
@article{liu2018,
title={A multi-target brain-computer interface based on code modulated visual evoked potentials},
author={Liu, Yonghui and Wei, Qingguo and Lu, Zongwu},
journal={PLOS ONE},
volume={13},
number={8},
pages={e0202478},
year={2018},
publisher={Public Library of Science},
doi = {10.1371/journal.pone.0202478},
url = {https://doi.org/10.1371/journal.pone.0202478}
}
@inproceedings{luo2019,
title={A subject-transfer study on detecting c-{VEP}},
author={Luo, Dewei and Huang, Zhihua},
booktitle={{2019 Chinese Automation Congress (CAC)}},
pages={2956--2959},
year={2019},
organization={IEEE},
doi = {10.1109/CAC48633.2019.8996478},
url = {https://doi.org/10.1109/CAC48633.2019.8996478}
}
@article{martinez2021,
title={Brain--computer interfaces based on code-modulated visual evoked potentials (c-{VEP}): a literature review},
author={Mart{\'\i}nez-Cagigal, V{\'\i}ctor and , Jordy and Santamar{\'\i}a-V{\'a}zquez, Eduardo and P{\'e}rez-Velasco, Sergio and , Peter and Hornero, Roberto},
journal={Journal of Neural Engineering},
year={2021},
publisher={IOP Publishing},
url = {https://doi.org/10.1088/1741-2552/ac38cf}
}
@article{martinez2023a,
title={Non-binary m-sequences for more comfortable brain--computer interfaces based on c-{VEPs}},
author={Mart{\'\i}nez-Cagigal, V{\'\i}ctor and Santamar{\'\i}a-V{\'a}zquez, Eduardo and P{\'e}rez-Velasco, Sergio and Marcos-Mart{\'\i}nez, Diego and Moreno-Calder{\'o}n, Selene and Hornero, Roberto},
journal={Expert Systems with Applications},
pages={120815},
year={2023},
publisher={Elsevier},
doi = {10.1016/j.eswa.2023.120815},
url = {https://doi.org/10.1016/j.eswa.2023.120815}
}
@InProceedings{martinez2023b,
author={Mart{\'i}nez-Cagigal, V{\'i}ctor and Santamar{\'i}a-V{\'a}zquez, Eduardo and Hornero, Roberto},
editor={Rojas, Ignacio and Joya, Gonzalo and Catala, Andreu},
title={Toward Early Stopping Detection for Non-binary c-VEP-Based BCIs: A Pilot Study},
booktitle={{Advances in Computational Intelligence}},
year={2023},
publisher={Springer Nature Switzerland},
address={Cham},
pages={580--590},
isbn={978-3-031-43078-7},
doi = {10.1007/978-3-031-43078-7_47},
url = {https://doi.org/10.1007/978-3-031-43078-7_47}
}
@inproceedings{martinez2024,
title={Assessing calibration durations for {c-VEP}-based {BCIs}: Insights from non-binary patterns and spatial frequency variations},
author={Víctor Martínez-Cagigal and Álvaro Fernández-Rodríguez and Eduardo Santamaría-Vázquez and Ana Martín-Fernández and Roberto Hornero},
booktitle={{9th Graz Brain-Computer Interface Conference 2024}},
year={2024},
doi={10.3217/978-3-99161-014-4-041},
url={https://doi.org/10.3217/978-3-99161-014-4-041}
}
@inproceedings{matsuno2019,
title={Examination of multi-optioning for {cVEP}-based {BCI} by fluctuation of indicator lighting intervals and luminance},
author={Matsuno, Shogo and Itakura, Naoaki and Mizuno, Tota and Mito, Kazuyuki},
booktitle={{2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)}},
pages={2743--2747},
year={2019},
organization={IEEE},
doi = {10.1109/SMC.2019.8914445},
url = {https://doi.org/10.1109/SMC.2019.8914445}
}
@article{miao2024,
title={High-performance {c-VEP-BCI} under minimal calibration},
author={Miao, Yining and Shi, Nanlin and Huang, Changxing and Song, Yonghao and Chen, Xiaogang and Wang, Yijun and Gao, Xiaorong},
journal={Expert Systems with Applications},
volume={249},
pages={123679},
year={2024},
publisher={Elsevier},
doi={10.1016/j.eswa.2024.123679},
url={https://doi.org/10.1016/j.eswa.2024.123679}
}
@inproceedings{mohebbi2015,
title={A brain computer interface for robust wheelchair control application based on pseudorandom code modulated visual evoked potential},
author={Mohebbi, Ali and Engelsholm, Signe KD and Puthusserypady, Sadasivan and Kjaer, Troels W and Thomsen, Carsten E and Sorensen, Helge BD},
booktitle={{2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}},
pages={602--605},
year={2015},
organization={IEEE},
doi = {10.1109/EMBC.2015.7318434},
url = {https://doi.org/10.1109/EMBC.2015.7318434}
}
@inproceedings{momose2007,
title={Evaluation of an eye gaze point detection method using {VEP} elicited by multi-pseudorandom stimulation for brain computer interface},
author={Momose, Keiko},
booktitle={{2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society}},
pages={5063--5066},
year={2007},
organization={IEEE},
doi = {10.1109/IEMBS.2007.4353478},
url = {https://doi.org/10.1109/IEMBS.2007.4353478}
}
@inproceedings{momose2008,
title={Simultaneous detection method of {P300} event-related potentials and eye gaze point using multi-pseudorandom and flash stimulation for brain computer interface.},
author={Momose, Keiko},
booktitle={{2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society}},
pages={666--669},
year={2008},
organization={IEEE},
doi = {10.1109/IEMBS.2008.4649240},
url = {https://doi.org/10.1109/IEMBS.2008.4649240}
}
@article{moreno2023,
title={Combining brain-computer interfaces and multiplayer video games: an application based on {c-VEPs}},
author={Moreno-Calder{\'o}n, Selene and Mart{\'\i}nez-Cagigal, V{\'\i}ctor and Santamar{\'\i}a-V{\'a}zquez, Eduardo and P{\'e}rez-Velasco, Sergio and Marcos-Mart{\'\i}nez, Diego and Hornero, Roberto},
journal={Frontiers in Human Neuroscience},
volume={17},
year={2023},
publisher={Frontiers Media SA},
doi = {10.3389/fnhum.2023.1227727},
url = {https://doi.org/10.3389/fnhum.2023.1227727}
}
@inproceedings{nagel2017,
title={Random visual evoked potentials ({rVEP}) for brain-computer interface ({BCI}) control},
author={Nagel, Sebastian and Rosenstiel, Wolfgang and Sp{\"u}ler, Martin},
booktitle={{7th Graz Brain-Computer Interface Conference 2017}},
year={2017},
doi = {10.3217/978-3-85125-533-1-64},
url = {https://doi.org/10.3217/978-3-85125-533-1-64}
}
@article{nagel2018a,
title={The effect of monitor raster latency on {VEPs}, {ERPs} and Brain--Computer Interface performance},
author={Nagel, Sebastian and Dreher, Werner and Rosenstiel, Wolfgang and Sp{\"u}ler, Martin},
journal={Journal of Neuroscience Methods},
volume={295},
pages={45--50},
year={2018},
publisher={Elsevier},
doi = {10.1016/j.jneumeth.2017.11.018},
url = {https://doi.org.10.1016/j.jneumeth.2017.11.018}
}
@inproceedings{nagel2018b,
title={Finding optimal stimulation patterns for {BCIs} based on visual evoked potentials},
author={Nagel, Sebastian and Rosenstiel, Wolfgang and Sp{\"u}ler, Martin},
booktitle={{Proceedings of the 7th International Brain-Computer Interface Meeting. BCI Society}},
pages={164--165},
year={2018},
url = {https://bcisociety.org/wp-content/uploads/2019/03/2018AbstractBook.pdf}
}
@article{nagel2018c,
title={Modelling the brain response to arbitrary visual stimulation patterns for a flexible high-speed Brain-Computer Interface},
author={Nagel, Sebastian and Sp{\"u}ler, Martin},
journal={PLOS ONE},
volume={13},
number={10},
pages={e0206107},
year={2018},
publisher={Public Library of Science},
doi = {10.1371/journal.pone.0206107},
url = {https://doi.org/10.1371/journal.pone.0206107}
}
@article{nagel2019a,
title={Asynchronous non-invasive high-speed {BCI} speller with robust non-control state detection},
author={Nagel, Sebastian and Sp{\"u}ler, Martin},
journal={Scientific Reports},
volume={9},
number={1},
pages={1--9},
year={2019},
publisher={Nature Publishing Group},
doi = {10.1038/s41598-019-44645-x},
url = {https://doi.org/10.1038/s41598-019-44645-x}
}
@article{nagel2019b,
title={World's fastest brain-computer interface: combining {EEG2Code} with deep learning},
author={Nagel, Sebastian and Sp{\"u}ler, Martin},
journal={PLOS ONE},
volume={14},
number={9},
pages={e0221909},
year={2019},
publisher={Public Library of Science San Francisco, CA USA},
doi = {10.1371/journal.pone.0221909},
url = {https://doi.org/10.1371/journal.pone.0221909}
}
@phdthesis{nagel2019c ,
title={Towards a home-use {BCI}: fast asynchronous control and robust non-control state detection},
author={Nagel, Sebastian},
year={2019},
school={Universität Tübingen}
}
@inproceedings{nakanishi2012,
title={Periodicity detection for {BCI} based on periodic code modulation visual evoked potentials},
author={Nakanishi, Masaki and Mitsukura, Yasue},
booktitle={{2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
pages={665--668},
year={2012},
organization={IEEE},
doi = {10.1109/ICASSP.2012.6287971},
url = {https://doi.org/10.1109/ICASSP.2012.6287971}
}
@inproceedings{narayanan2024,
title={Towards gaze-independent {c-VEP} {BCI}: A pilot study},
author={Narayanan, S and Ahmadi, S and Desain, P and Thielen, J},
booktitle={{9th Graz Brain-Computer Interface Conference 2024}},
year={2024},
doi = {10.3217/978-3-99161-014-4-060},
url = {https://doi.org/10.3217/978-3-99161-014-4-060}
}
@article{nezamfar2011a,
title={Decoding of multichannel {EEG} activity from the visual cortex in response to pseudorandom binary sequences of visual stimuli},
author={Nezamfar, Hooman and Orhan, Umut and Purwar, Shalini and Hild, Kenneth and Oken, Barry and Erdogmus, Deniz},
journal={International Journal of Imaging Systems and Technology},
volume={21},
number={2},
pages={139--147},
year={2011},
publisher={Wiley Online Library},
doi = {10.1002/ima.20288},
url = {https://doi.org/10.1002/ima.20288}
}
@inproceedings{nezamfar2011b,
title={On visually evoked potentials in eeg induced by multiple pseudorandom binary sequences for brain computer interface design},
author={Nezamfar, Hooman and Orhan, Umut and Erdogmus, Deniz and Hild, KE and Purwar, Shalini and Oken, Barry and Fried-Oken, Melanie},
booktitle={{2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}},
pages={2044--2047},
year={2011},
organization={IEEE},
doi = {10.1109/ICASSP.2011.5946914},
url = {https://doi.org/10.1109/ICASSP.2011.5946914}
}
@inproceedings{nezamfar2015,
title={Stimuli with opponent colors and higher bit rate enable higher accuracy for {c-VEP} {BCI}},
author={Nezamfar, Hooman and Salehi, Seyed Sadegh Mohseni and Erdogmus, Deniz},
booktitle={{2015 IEEE Signal Processing in Medicine and Biology Symposium (SPMB)}},
pages={1--6},
year={2015},
organization={IEEE},
doi = {10.1109/SPMB.2015.7405476},
url = {https://doi.org/10.1109/SPMB.2015.7405476}
}
@article{nezamfar2016,
title={FlashType\textsuperscript{TM}: A Context-Aware {c-VEP}-Based {BCI} Typing Interface Using {EEG} Signals},
author={Nezamfar, Hooman and Salehi, Seyed Sadegh Mohseni and Moghadamfalahi, Mohammad and Erdogmus, Deniz},
journal={IEEE Journal of Selected Topics in Signal Processing},
volume={10},
number={5},
pages={932--941},
year={2016},
publisher={IEEE},
doi = {10.1109/JSTSP.2016.2552140},
url = {https://doi.org/10.1109/JSTSP.2016.2552140}
}
@article{nezamfar2018,
title={Code-{VEP} vs. eye tracking: A comparison study},
author={Nezamfar, Hooman and Mohseni Salehi, Seyed and Higger, Matt and Erdogmus, Deniz},
journal={Brain Sciences},
volume={8},
number={7},
pages={130},
year={2018},
publisher={Multidisciplinary Digital Publishing Institute},
doi = {10.3390/brainsci8070130},
url = {https:/doi.org/10.3390/brainsci8070130}
}
@inproceedings{peng2019,
title={A {c-VEP BCI} System for Psychological Experiments},
author={Peng, Faqiang and Huang, Zhihua},
booktitle={{2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)}},
pages={1--5},
year={2019},
organization={IEEE},
doi = {10.1109/CISP-BMEI48845.2019.8966018},
url = {https://doi.org/10.1109/CISP-BMEI48845.2019.8966018}
}
@inproceedings{riechmann2013,
title={Hierarchical codebook visually evoked potentials for fast and flexible {BCIs}},
author={Riechmann, Hannes and Finke, Andrea and Ritter, Helge},
booktitle={{2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}},
pages={2776--2779},
year={2013},
organization={IEEE},
doi = {10.1109/EMBC.2013.6610116},
url = {https://doi.org/10.1109/EMBC.2013.6610116}
}
@article{riechmann2016,
title={Using a {cVEP}-based Brain-Computer Interface to control a virtual agent},
author={Riechmann, Hannes and Finke, Andrea and Ritter, Helge},
journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering},
volume={24},
number={6},
pages={692--699},
year={2016},
publisher={IEEE},
doi = {10.1109/TNSRE.2015.2490621},
url = {https://doi.org/10.1109/TNSRE.2015.2490621}
}
@InProceedings{santamaria2023,
author={Santamar{\'i}a-V{\'a}zquez, Eduardo and Mart{\'i}nez-Cagigal, V{\'i}ctor and Hornero, Roberto},
editor={Rojas, Ignacio and Joya, Gonzalo and Catala, Andreu},
title={Bit-Wise Reconstruction of Non-binary Visual Stimulation Patterns from {EEG} Using Deep Learning: A Promising Alternative for User-Friendly High-Speed {c-VEP}-Based {BCIs}},
booktitle={{Advances in Computational Intelligence}},
year={2023},
publisher={Springer Nature Switzerland},
address={Cham},
pages={603--614},
isbn={978-3-031-43078-7},
doi = {10.1007/978-3-031-43078-7_49},
url = {https://doi.org/10.1007/978-3-031-43078-7_49}
}
@inproceedings{sato2015,
title={Reliability-based automatic repeat request for short code modulation visual evoked potentials in brain computer interfaces},
author={Sato, Jun-ichi and Washizawa, Yoshikazu},
booktitle={{2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}},
pages={562--565},
year={2015},
organization={IEEE},
doi = {10.1109/EMBC.2015.7318424},
url = {https://doi.org/10.1109/EMBC.2015.7318424}
}
@inproceedings{sato2016,
title={Neural decoding of code modulated visual evoked potentials by spatio-temporal inverse filtering for brain computer interfaces},
author={Sato, Jun-ichi and Washizawa, Yoshikazu},
booktitle={{2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}},
pages={1484--1487},
year={2016},
organization={IEEE},
doi = {10.1109/EMBC.2016.7590990},
url = {https://doi.org/10.1109/EMBC.2016.7590990}
}
@inproceedings{scheppink2024,
title={Towards auditory attention decoding with noise-tagging: A pilot study},
author={Scheppink, HA and Ahmadi, S and Desain, P and Tangermann, M and Thielen, J},
booktitle={{9th Graz Brain-Computer Interface Conference 2024}},