Dr. Carina Walter

Content

Publications

Photo of Walter, Carina

Dr. Carina Walter

Publications

2017

Online EEG-Based Workload Adaptation of an Arithmetic Learning Environment

by Carina Walter, Wolfgang Rosenstiel, Martin Bogdan, Peter Gerjets, and Martin Spüler
In Frontiers in Human Neuroscience 11: 286, 2017. [BIB]

@article{CWMPM052017,
  author = {Walter, Carina and Rosenstiel, Wolfgang and Bogdan, Martin and Gerjets, Peter and Spüler, Martin},
  title = {Online EEG-Based Workload Adaptation of an Arithmetic Learning Environment},
  journal = {Frontiers in Human Neuroscience},
  year = {2017},
  month = {may},
  volume = {11},
  pages = {286},
  month_numeric = {5}
}

Brain-computer interfaces for educational applications

by Martin Spüler, Tanja Krumpe, Carina Walter, Christian Scharinger, Wolfgang Rosenstiel, and Peter Gerjets
In Informational Environments : Effects of Use, Effective Designs, pages 177-201, 2017. [BIB]

@article{MTCCWP2017,
  author = {Spüler, Martin and Krumpe, Tanja and Walter, Carina and Scharinger, Christian and Rosenstiel, Wolfgang and Gerjets, Peter},
  title = {Brain-computer interfaces for educational applications},
  journal = {Informational Environments : Effects of Use, Effective Designs},
  year = {2017},
  pages = {177-201}
}

2016

EEG-based prediction of cognitive workload induced by arithmetic: a step towards online adaptation in numerical learning

by Martin Spüler, Carina Walter, Wolfgang Rosenstiel, Peter Gerjets, K. Moeller, and E. Klein
In ZDM Mathematics Education 48(3): 267-278, 2016. [BIB]

@article{MCWPKE062016,
  author = {Spüler, Martin and Walter, Carina and Rosenstiel, Wolfgang and Gerjets, Peter and Moeller, K. and Klein, E.},
  title = {EEG-based prediction of cognitive workload induced by arithmetic: a step towards online adaptation in numerical learning},
  journal = {ZDM Mathematics Education},
  year = {2016},
  month = {jun},
  volume = {48},
  number = {3},
  pages = {267-278},
  month_numeric = {6}
}

Asynchronous P300 classification in a reactive brain-computer interface during an outlier detection task

by Tanja Krumpe, Carina Walter, Wolfgang Rosenstiel, and Martin Spüler
In Journal of Neural Engineering 13(4): 046015, 2016. [BIB]

@article{TCWM062016,
  author = {Krumpe, Tanja and Walter, Carina and Rosenstiel, Wolfgang and Spüler, Martin},
  title = {Asynchronous P300 classification in a reactive brain-computer interface during an outlier detection task},
  journal = {Journal of Neural Engineering},
  year = {2016},
  month = {jun},
  volume = {13},
  number = {4},
  pages = {046015},
  month_numeric = {6}
}

2014

Towards Cross-Subject Workload Prediction.

by Carina Walter, P. Wolter, Wolfgang Rosenstiel, Martin Bogdan, and Martin Spüler
In Proceedings of the 6th International Brain-Computer Interface Conference , 2014. [BIB]

@inproceedings{CPWMM092014,
  author = {Walter, Carina and Wolter, P. and Rosenstiel, Wolfgang and Bogdan, Martin and Spüler, Martin},
  title = {Towards Cross-Subject Workload Prediction.},
  booktitle = {Proceedings of the 6th International Brain-Computer Interface Conference },
  year = {2014},
  month = {sep},
  address = {Graz, Austria},
  month_numeric = {9}
}

Adaptive Learning Environments using Cross-Subject Classification

by Carina Walter, Peter Gerjets, Wolfgang Rosenstiel, and Martin Bogdan
In "Culture & Technology" - 5th European Summer School in Digital Humanities, 2014. [BIB]

@inproceedings{CPWM072014,
  author = {Walter, Carina and Gerjets, Peter and Rosenstiel, Wolfgang and Bogdan, Martin},
  title = {Adaptive Learning Environments using Cross-Subject Classification},
  booktitle = {"Culture & Technology" - 5th European Summer School in Digital Humanities},
  year = {2014},
  month = {jul},
  address = {Leipzig, Germany (Project Presentation) },
  month_numeric = {7}
}

Adaptive Learning Environments based on passive BCI Methodology

by Carina Walter, Christian Scharinger, Wolfgang Rosenstiel, Peter Gerjets, and Martin Bogdan
In Passive BCI Community Meeting, 2014. [BIB]

@inproceedings{CCWPM072014,
  author = {Walter, Carina and Scharinger, Christian and Rosenstiel, Wolfgang and Gerjets, Peter and Bogdan, Martin},
  title = {Adaptive Learning Environments based on passive BCI Methodology},
  booktitle = {Passive BCI Community Meeting},
  year = {2014},
  month = {jul},
  address = {Delmenhorst, Germany. (Project Presentation)},
  month_numeric = {7}
}

2013

Using Cross-Task Classification for Classifying Workload Levels in Complex Learning Tasks.

by Carina Walter, S. Schmidt, Wolfgang Rosenstiel, Peter Gerjets, and Martin Bogdan
In Proceedings of the 5th IEEE Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII 2013). , pages 876-881, 2013. [BIB]

@inproceedings{CSWPM092013,
  author = {Walter, Carina and Schmidt, S. and Rosenstiel, Wolfgang and Gerjets, Peter and Bogdan, Martin},
  title = {Using Cross-Task Classification for Classifying Workload Levels in Complex Learning Tasks. },
  booktitle = {Proceedings of the 5th IEEE Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII 2013). },
  year = {2013},
  month = {sep},
  pages = {876-881},
  address = {Geneva, Switzerland},
  month_numeric = {9}
}

Alpha- and theta frequencies as indicators for optimal cognitive load during learning.

by Carina Walter, S. Schmidt, Wolfgang Rosenstiel, Martin Bogdan, and Peter Gerjets
In 6th International Cognitive Load Theory Conference., 2013. [BIB]

@inproceedings{CSWMP062013,
  author = {Walter, Carina and Schmidt, S. and Rosenstiel, Wolfgang and Bogdan, Martin and Gerjets, Peter},
  title = {Alpha- and theta frequencies as indicators for optimal cognitive load during learning.},
  booktitle = {6th International Cognitive Load Theory Conference.},
  year = {2013},
  month = {jun},
  address = {Toulouse, France.},
  month_numeric = {6}
}

2012

Using Passive Brain-Computer Interfaces for cognitive workload assessment

by Carina Walter, G. Cierniak, Wolfgang Rosenstiel, Martin Bogdan, T. O. Zander, and Peter Gerjets
In 48. Kongress der Deutschen Gesellschaft für Psychologie, 2012. [BIB]

@inproceedings{CGWMTOP092012,
  author = {Walter, Carina and Cierniak, G. and Rosenstiel, Wolfgang and Bogdan, Martin and Zander, T. O. and Gerjets, Peter},
  title = {Using Passive Brain-Computer Interfaces for cognitive workload assessment},
  booktitle = {48. Kongress der Deutschen Gesellschaft für Psychologie},
  year = {2012},
  month = {sep},
  address = {Bielefeld, Germany.},
  month_numeric = {9}
}

Detecting Working Memory Load from EEG-Data during learning and solving complex tasks.

by Carina Walter, A.-A. Pape, Wolfgang Rosenstiel, Peter Gerjets, and Martin Bogdan
In BBCI Workshop 2012 on Advances in Neurotechnology, 2012. [BIB]

@inproceedings{CAWPM092012,
  author = {Walter, Carina and Pape, A.-A. and Rosenstiel, Wolfgang and Gerjets, Peter and Bogdan, Martin},
  title = {Detecting Working Memory Load from EEG-Data during learning and solving complex tasks.},
  booktitle = {BBCI Workshop 2012 on Advances in Neurotechnology},
  year = {2012},
  month = {sep},
  address = {Berlin, Germany.},
  month_numeric = {9}
}

Adaptive Learning Environments based on BCI Methodology

by Carina Walter, Peter Gerjets, Wolfgang Rosenstiel, and Martin Bogdan
In "Culture & Technology" - 3rd European Summer School in Digital Humanities, Leipzig, Germany (Project Presentation), 2012. [BIB]

@inproceedings{CPWM072012,
  author = {Walter, Carina and Gerjets, Peter and Rosenstiel, Wolfgang and Bogdan, Martin},
  title = {Adaptive Learning Environments based on BCI Methodology},
  booktitle = {"Culture & Technology" - 3rd European Summer School in Digital Humanities, Leipzig, Germany (Project Presentation)},
  year = {2012},
  month = {jul},
  month_numeric = {7}
}

2011

Detecting cognitive workload using EEG-signals for developing computer-based adaptive learning environments.

by Carina Walter, G. Cierniak, Peter Gerjets, Wolfgang Rosenstiel, and Martin Bogdan
In 12th Conference of Junior Neuroscientists of Tübingen, 2011. [BIB]

@inproceedings{CGPWM102011,
  author = {Walter, Carina and Cierniak, G. and Gerjets, Peter and Rosenstiel, Wolfgang and Bogdan, Martin},
  title = {Detecting cognitive workload using EEG-signals for developing computer-based adaptive learning environments.},
  booktitle = {12th Conference of Junior Neuroscientists of Tübingen},
  year = {2011},
  month = {oct},
  address = {Heiligkreuztal, Germany },
  month_numeric = {10}
}

Detecting Cognitive Load Levels by Means of Brain-Computer-Interface Methodology.

by G. Cierniak, Peter Gerjets, Carina Walter, Martin Bogdan, and Wolfgang Rosenstiel
In 14th Biennial Conference of the European Association for Research on Learning and Instruction (EARLI). Exeter, UK., 2011. [BIB]

@inproceedings{GPCMW092011,
  author = {Cierniak, G. and Gerjets, Peter and Walter, Carina and Bogdan, Martin and Rosenstiel, Wolfgang},
  title = {Detecting Cognitive Load Levels by Means of Brain-Computer-Interface Methodology.},
  booktitle = {14th Biennial Conference of the European Association for Research on Learning and Instruction (EARLI). Exeter, UK.},
  year = {2011},
  month = {sep},
  month_numeric = {9}
}

Classifying mental states with machine learning algorithms using alpha activity decline

by Carina Walter, G. Cierniak, Peter Gerjets, Wolfgang Rosenstiel, and Martin Bogdan
In Proceedings of 19th European Symposium on Artificial Neural Networks (ESANN 2011), pages 405-410, 2011. [BIB]

@inproceedings{CGPWM042011,
  author = {Walter, Carina and Cierniak, G. and Gerjets, Peter and Rosenstiel, Wolfgang and Bogdan, Martin},
  title = {Classifying mental states with machine learning algorithms using alpha activity decline},
  booktitle = {Proceedings of 19th European Symposium on Artificial Neural Networks (ESANN 2011)},
  year = {2011},
  month = {apr},
  pages = {405-410},
  address = {Bruges, Belgium},
  month_numeric = {4}
}

2010

Load-Adaptive Tutor Systems Based on Brain-Computer Interfaces

by Carina Walter, G. Cierniak, Martin Bogdan, Wolfgang Rosenstiel, and Peter Gerjets
In 4th International Cognitive Load Theory Conference (2010),Hong Kong and Macau, China. , 2010. [BIB]

@inproceedings{CGMWP2010,
  author = {Walter, Carina and Cierniak, G. and Bogdan, Martin and Rosenstiel, Wolfgang and Gerjets, Peter},
  title = {Load-Adaptive Tutor Systems Based on Brain-Computer Interfaces},
  booktitle = {4th International Cognitive Load Theory Conference (2010),Hong Kong and Macau, China. },
  year = {2010}
}