Dr. Martin SpĆ¼ler

Eberhard-Karls-UniversitƤt TĆ¼bingen
Wilhelm-Schickard Institut fĆ¼r Informatik
Lehrstuhl Technische Informatik
Sand 14, C203
72076 TĆ¼bingen

Telefon: +49 (7071) 29-70490

E-Mail: spueler

Kontakt-Formular

Teaching

Neuronal Computing SS 2017 - Slides

Links

Publicly available EEG BCI datasets

Publications

 Alle Publikationen im BibTex-Format

    2018

      Januar 2018
      • S. Nagel, W. Dreher, W. Rosenstiel, M. SpĆ¼ler
           The effect of monitor raster latency on VEPs, ERPs and Brainā€“Computer Interface performance
        Journal of Neuroscience Methods, 295, p.45-50
      Publikationen ohne Monatsangabe 2018
      • M. SpĆ¼ler, S. Kurek
           Alpha-band lateralization during auditory selective attention for brain-computer interface (BCI) control
        Brain-Computer Interfaces, , p.1-7

      2017

        2017
        • F. Shiman, E. LĆ³pez-Larraz, A. Sarasola-Sanz, N. Irastorza-Landa, M. SpĆ¼ler, N. Birbaumer and A. Ramos-Murguialday
            Classification of different reaching movements from the same limb using EEG
          Journal of Neural Engineering,
        September 2017
        • T. Krumpe, K. BaumgƤrtner, W. Rosenstiel, M. SpĆ¼ler
             Non-stationarity and inter-subject variability of EEG characteristics in the context of BCI development
          Proceedings of the 7th Graz Brain-Computer Interface Conference, p.260-265
        • S. Nagel, W. Rosenstiel, M. SpĆ¼ler
               Random Visual Evoked Pontentials (RVEP) for Brain-Computer Interface (BCI) Control
          Proceedings of the 7th Graz Brain-Computer Interface Conference 2017, p.349-354, Verlag der TU Graz
        • M. SpĆ¼ler
            Spatial Filtering of EEG as a Regression Problem
          7th Graz Brain-Computer Interface Conference
        Mai 2017
        • C. Walter, W. Rosenstiel, M. Bogdan, P. Gerjets, M. SpĆ¼ler
            Online EEG-Based Workload Adaptation of an Arithmetic Learning Environment
          Frontiers in Human Neuroscience, 11, p.286
        MƤrz 2017
        • G. Dambros, J. Ungewiss, T. KĆ¼bler, E. Kasneci, M. SpĆ¼ler
            Monitoring Response Quality During Campimetry Via Eye-Tracking
          Proceedings of the 22st International Conference on Intelligent User Interfaces, IUI 2017, ACM
        Februar 2017
        • M. SpĆ¼ler
            A high-speed brain-computer interface (BCI) using dry EEG electrodes
          Plos One, 12 (2), p.e0172400
        • J. Peter, W. Klingert, M. SpĆ¼ler, A. Kƶnigsrainer, W. Rosenstiel, M. Schenk
           Automated Therapeutic Anticoagulation: A Closed-Loop Approach Using a Modified Measurement Device
          Proceeding of the International Conference on Biomedical Engineering (BIOMED) , ACTA Press, IASTED
        Publikationen ohne Monatsangabe 2017
        • A. Sarasola-Sanz, E. LĆ³pez-Larraz, N. Irastorza-Landa, J. Klein, D. Valencia, A. Belloso, F. O. Morin, M. SpĆ¼ler, N. Birbaumer, A. Ramos-Murguialday
            An EEG-Based Brain-Machine Interface to Control a 7-Degrees of Freedom Exoskeleton for Stroke Rehabilitation
          Converging Clinical and Engineering Research on Neurorehabilitation II, p.1127-1131
        • M. SpĆ¼ler, T. Krumpe, C. Walter, C. Scharinger, W. Rosenstiel, P. Gerjets
           Brain-computer interfaces for educational applications
          Informational Environments : Effects of Use, Effective Designs, , p.177ā€“201
        • S. Grissmann, M. SpĆ¼ler, J. Faller, T. Krumpe, T. Zander, A. Kelava, C. Scharinger, P. Gerjets
            Context sensitivity of eeg-based workload classification under different affective valence
          IEEE Transactions on Affective Computing,

        2016

          September 2016
          • M. SpĆ¼ler, N. Irastorza Landa, A. Sarasola Sanz, A. Ramos-Murguialday
              Extracting Muscle Synergy Patterns from EMG Data Using Autoencoders
            Artificial Neural Networks and Machine Learning ā€“ ICANN 2016, p.47-54
          Juli 2016
          • F. Grimm, A. Walter, M. SpĆ¼ler, G. Naros, W. Rosenstiel, A. Gharbaghi
              Hybrid neuroprosthesis for the upper limb: combining brain-controlled neuromuscular stimulation with a multi-joint arm exoskeleton
            Frontiers in Neuroscience, 10 (367)
          Juni 2016
          • T. Krumpe, C. Walter, W. Rosenstiel, M. SpĆ¼ler
              Asynchronous P300 classification in a reactive brain-computer interface during an outlier detection task
            Journal of Neural Engineering, 13 (4), p.046015
          • T. Krumpe, C. Scharinger, P. Gerjets, W. Rosenstiel, M. SpĆ¼ler
              Disentangeling working memory load - finding inhibition and updating components in EEG data
            Proceedings of the 6th International Brain-Computer Interface Meeting, p.174
          • M. SpĆ¼ler, C. Walter, W. Rosenstiel, P. Gerjets, K. Moeller, E. Klein
              EEG-based prediction of cognitive workload induced by arithmetic: a step towards online adaptation in numerical learning
            ZDM Mathematics Education, 48 (3), p.267-278
          Mai 2016
          • D. Hettich, E. Bolinger, T. Matuz, N. Birbaumer, W. Rosenstiel, M. SpĆ¼ler
              EEG Responses to Auditory Stimuli for Automatic Affect Recognition
            Frontiers in Neuroscience, 10 (244)
          Publikationen ohne Monatsangabe 2016
          • M. SpĆ¼ler, F. Grimm, A. Gharabaghi, M. Bogdan, W. Rosenstiel
               Comparing Methods for Decoding Movement Trajectory from ECoG in Chronic Stroke Patients
            Advances in Neurotechnology, Electronics and Informatics, 12, p.125-139

          2015

            August 2015
            • M. SpĆ¼ler
                A Brain-Computer Interface (BCI) system to use Arbitrary Windows applications by directly controlling mouse and keyboard
              In Proceedings of 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBCā€™15), p.1087-1090
            • M. SpĆ¼ler, A. Sarasola-Sanz, N. Birbaumer, W. Rosenstiel, A. Ramos-Murguialday
                Comparing Metrics to Evaluate Performance of Regression Methods for Decoding of Neural Signals
              Proceedings of 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBCā€™15), p.1083-1086
            • A. Sarasola-Sanz, N. Irastorza-Landa, F. Shiman, E. Lopez-Larraz, M. SpĆ¼ler, N. Birbaumer, A. Ramos-Murguialday
                EMG-based multi-joint kinematics decoding for robot-aided rehabilitation therapies
              IEEE International Conference on Rehabilitation Robotics (ICORR), p.229-234
            • F. Shiman, N. Irastorza-Landa, A. Sarasola-Sanz, M. SpĆ¼ler, N.Birbaumer, A. Ramos-Murguialday
               Towards Decoding of Functional Movements from the Same Limb using EEG
              Proceedings of 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15), p.1922-1925
            Juli 2015
            • M. SpĆ¼ler, S. Nagel, W. Rosenstiel
                A Spiking Neuronal Model Learning a Motor Control Task by Reinforcement Learning and Structural Synaptic Plasticity
              Proceedings of the 2015 Internation Joint Conference on Neuronal Networks, p.1652-1659
            Publikationen ohne Monatsangabe 2015
            • M. SpĆ¼ler, C. Niethammer
                Error-related potentials during continuous feedback: using EEG to detect errors of different type and severity
              Frontiers in Human Neuroscience, 9 (155), p.doi: 10.3389/fnhum.2015.00155

            2014

              Dezember 2014
              • M. SpĆ¼ler, A. Walter, A. Ramos-Murguialday, G. Naros, N. Birbaumer, A. Gharabaghi, W. Rosenstiel, M. Bogdan
                  Decoding of motor intentions from epidural ECoG recordings in severely paralyzed chronic stroke patients
                Journal of Neural Engineering, 11 (6)
              • A. Gharabaghi, G. Naros, F. Khademi, J. Jesser, M. SpĆ¼ler, A. Walter, M. Bogdan, W. Rosenstiel, N. Birbaumer
                  Learned self-regulation of the lesioned brain with epidural electrocorticography
                Frontiers in Behavioral Neuroscience, 8, p.429
              November 2014
              • M. SpĆ¼ler, A. Walter, W. Rosenstiel, M. Bogdan
                  Spatial Filtering Based on Canonical Correlation Analysis for Classification of Evoked or Event-Related Potentials in EEG Data
                IEEE Transactions on Neural Systems and Rehabilitation Engineering, 22 (6), p.1097 - 1103
              Oktober 2014
              • M. SpĆ¼ler, W. Rosenstiel, M. Bogdan
                   Predicting Wrist Movement Trajectory from Ipsilesional ECoG in Chronic Stroke Patients
                Proceedings of 2nd International Congress on Neurotechnology, Electronics and Informatics (NEUROTECHNIX 2014) , p.38-45
              September 2014
              • M. SpĆ¼ler, C. Niethammer, W. Rosenstiel, M. Bogdan
                   Classification of error-related potentials in EEG during continuous feedback
                Proceedings of the 6th International Brain-Computer Interface Conference
              • C.Walter, P. Wolter, W. Rosenstiel, M. Bogdan, M. SpĆ¼ler
                   Towards Cross-Subject Workload Prediction.
                Proceedings of the 6th International Brain-Computer Interface Conference , Graz, Austria
              Juli 2014
              • M. SpĆ¼ler, W. Rosenstiel, M. Bogdan
                  Using Coherence for Robust Online Brain-Computer Interface (BCI) Control
                Nonlinear Dynamics of Electronic Systems, p.363-370
              Publikationen ohne Monatsangabe 2014
              • A. Gharabaghi, D. Kraus, M. Leao, M. SpĆ¼ler, A. Walter, M. Bogdan, W. Rosenstiel, G. Naros, U. Ziemann
                  Coupling brain-machine interfaces with cortical stimulation for brain-state dependent stimulation: enhancing motor cortex excitability for neurorehabilitation
                Frontiers in Human Neuroscience, 8 (122)
              • A. Walter, G. Naros, M. SpĆ¼ler, A. Gharabaghi, W. Rosenstiel, M. Bogdan
                  Decoding stimulation intensity from evoked ECoG activity
                Neurocomputing, Vol.141(1), p.46-53

              2013

                September 2013
                • A. Walter G. Naros M. SpĆ¼ler W. Rosenstiel A. Gharabaghi M. Bogdan
                   Dynamics of a Stimulation-evoked ECoG Potential During Stroke Rehabilitation - A Case Study
                  NEUROTECHNIX 2013 - International Congress on Neurotechnology, Electronics and Informatics, p.241-243
                • M. SpĆ¼ler, W. Rosenstiel, M. Bogdan
                    Unsupervised Online Calibration of a c-VEP Brain-Computer Interface (BCI)
                  Artificial Neural Networks and Machine Learning-ICANN 2013, Lecture Notes in Computer Science Vol. 8131, p.224-231, Springer
                Juni 2013
                • M. SpĆ¼ler, W. Rosenstiel, M. Bogdan
                     Unsupervised BCI calibration as possibility for communication in CLIS patients?
                  Proceedings of the Fifth International Brain-Computer Interface Meeting 2013, DOI:10.3217/978-3-85125-260-6-122
                Publikationen ohne Monatsangabe 2013
                • M. SpĆ¼ler
                    Assessing the Benefit of Adaptive Brain-Computer Interfacing
                  Verlag Dr. Hut, ISBN: 978-3-8439-1059-0
                • A. Walter, G. Naros, M. SpĆ¼ler, A. Gharabaghi, W. Rosenstiel, M. Bogdan
                   Decoding stimulation intensity from evoked ECoG activity using support vector regression
                  Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

                2012

                  2012
                  • M. SpĆ¼ler, W. Rosenstiel, M. Bogdan
                       Principal component based covariate shift adaption to reduce non-stationarity in a MEG-based brain-computer interface
                    EURASIP Journal on Advances in Signal Processing, 2012:129
                  Dezember 2012
                  • M. SpĆ¼ler, W. Rosenstiel, M. Bogdan
                      Online Adaptation of a c-VEP Brain-Computer Interface(BCI) Based on Error-Related Potentials and Unsupervised Learning
                    PLoS ONE, 7 (12), p.e51077
                  Oktober 2012
                  • A. Walter, A. Ramos Murguialday, M. SpĆ¼ler, G. Naros, M. T. Leao, A. Gharabaghi, W. Rosenstiel, N. Birbaumer, M. Bogdan
                     Coupling BCI and cortical stimulation for brain-state-dependent stimulation: Methods for spectral estimation in the presence of stimulation after-effects
                    Frontiers in Neural Circuits, doi: 10.3389/fncir.2012.00087
                  September 2012
                  • M. SpĆ¼ler, W. Rosenstiel, M. Bogdan
                      Adaptive SVM-based classi fication increases performance of a MEG-based Brain-Computer Interface (BCI)
                    ICANN 2012, Part I, LNCS 7552, p.669-676
                  Juli 2012
                  • M. SpĆ¼ler, W. Rosenstiel, M. Bogdan
                      Co-adaptivity in Unsupervised Adaptive Brain-Computer Interfacing: a Simulation Approach
                    The Fourth International Conference on Advanced Cognitive Technologies and Applications, p.115-121
                  • M. SpĆ¼ler, M. Bensch, S. Kleih, W. Rosenstiel, M. Bogdan, A. KĆ¼bler
                       Online use of error-related potentials in healthy users and people with severe motor impairment increases performance of a P300-BCI
                    Clinical Neurophysiology, 123 (7), p.1328ā€“1337
                  April 2012
                  • M. SpĆ¼ler, W. Rosenstiel, M. Bogdan
                      One Class SVM and Canonical Correlation Analysis increase performance in a c-VEP based Brain-Computer Interface (BCI)
                    Proceedings of 20th European Symposium on Artificial Neural Networks (ESANN 2012), p.103-108, Bruges, Belgium

                  2011

                    September 2011
                    • M. SpĆ¼ler, W. Rosenstiel, M. Bogdan
                        A Fast Feature Selection Method for High-Dimensional MEG BCI Data
                      Proceedings of the 5th International Brain-Computer Interface Conference, p.24-27, Graz
                    • S. Halder, M. SpĆ¼ler, E. Hammer, S. Kleih, M. Bogdan, W. Rosenstiel, A. KĆ¼bler, N. Birbaumer
                        Prediction of Visual P300 BCI Aptitude Using Spectral Features
                      Proceedings of the 5th International Brain-Computer Interface Conference, p.144-147, Graz

                    2010

                      Februar 2010
                      • M. SpĆ¼ler
                          Online Erkennung von Fehlerpotentialen zur Fehlerkorrektur bei einem P300 Brain-Computer Interface
                        UniversitƤt TĆ¼bingen