• Fredrik Bajers Vej 7, d2-212

    9220 Aalborg Ø

    Denmark

1985 …2019
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Research Output 1985 2019

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Article in proceeding
2019

Designing a brain computer interface for control of an assistive robotic manipulator using steady state visually evoked potentials

Kæseler, R. L., Jochumsen, M., Leerskov, K., Struijk, L. N. S. A. & Dremstrup, K., Jul 2019, IEEE 16th International Conference on Rehabilitation Robotics (ICORR), 2019. IEEE, p. 1-6 6 p. (I E E E International Conference on Rehabilitation Robotics. Proceedings).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Brain computer interface
Bioelectric potentials
Manipulators
Robotics
Flickering
2015
4 Citations (Scopus)

Influence of external cues on synchronized brain-computer interface based on movement related cortical potentials

Scheel, H., Xu, R., Jiang, N., Mrachacz-Kersting, N., Dremstrup, K. & Farina, D., 2015, 7th IEEE EMBS Conference on Neural Engineering, 22-24 April 2015, Montpellier, France. IEEE Press, p. 45-48

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

3 Citations (Scopus)

Robustness of movement detection techniques from motor execution: single trial movement related cortical potential

Aliakbaryhosseinabadi, S., Jiang, N., Petrini, L., Farina, D., Dremstrup, K. & Mrachacz-Kersting, N., 2015, 7th IEEE EMBS Conference on Neural Engineering, 22-24 April 2015, Montpellier, France. IEEE Press, p. 13-16

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Discriminant Analysis
Electroencephalography
Brain-Computer Interfaces
Neuronal Plasticity
Computer Systems
2014
1 Citation (Scopus)

Chiropractic, cortical excitability and BCI

Niazi, I. K., Jochumsen, M., Duehra, J., Kingett, M., Dremstrup, K. & Haavik, H., 2014, Replace, Repair, Restore, Relieve : Bridging Clinical and Engineering Solutions in Neurorehabilitation: Proceedings of the 2nd International Conference on NeuroRehabilitation, ICNR2014, 24-26 June 2014, Aalborg, Denmark. Jensen, W., Andersen, O. K. & Akay, M. (eds.). Springer, p. 121-125 (Biosystems and Biorobotics; No. 7).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

3 Citations (Scopus)

Classification of kinetics of movement for lower limb using covariate shift method for brain computer interface

Hassan, A., Niazi, I. K., Jochumsen, M., Riaz, F. & Dremstrup, K., 2014, IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, 4-9 May 2014, Florence, Italy. IEEE Press, p. 5854-5858

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

4 Citations (Scopus)

Detection of movement intention from movement-related cortical potentials with different paradigms

Aliakbaryhosseinabadi, S., Jiang, N., Vuckovic, A., Lontis, R., Dremstrup, K., Farina, D. & Mrachacz-Kersting, N., 2014, Replace, Repair, Restore, Relieve : Bridging Clinical and Engineering Solutions in Neurorehabilitation: Proceedings of the 2nd International Conference on NeuroRehabilitation, ICNR2014, 24-26 June 2014, Aalborg, Denmark. Jensen, W., Andersen, O. K. & Akay, M. (eds.). Springer, p. 237-244 (Biosystems and Biorobotics; No. 7).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

7 Citations (Scopus)

Detection of movement intentions through a single channel of electroencephalography

Jochumsen, M., Niazi, I. K., Rovsing, H., Rovsing, C., Nielsen, G. A. R., Andersen, T. K., Dong, N. P. T., Sørensen, M. E., Mrachacz-Kersting, N., Jiang, N., Farina, D. & Dremstrup, K., 2014, Replace, Repair, Restore, Relieve : Bridging Clinical and Engineering Solutions in Neurorehabilitation: Proceedings of the 2nd International Conference on NeuroRehabilitation, ICNR2014, 24-26 June 2014, Aalborg, Denmark. Jensen, W., Andersen, O. K. & Akay, M. (eds.). Springer, p. 465-472 (Biosystems and Biorobotics; No. 7).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

8 Citations (Scopus)

Movement related cortical potentials and sensory motor rhythms during self initiated and cued movements

Savić, A., Lontis, R., Jiang, N., Popović, M., Farina, D., Dremstrup, K. & Mrachacz-Kersting, N., 2014, Replace, Repair, Restore, Relieve : Bridging Clinical and Engineering Solutions in Neurorehabilitation: Proceedings of the 2nd International Conference on NeuroRehabilitation, ICNR2014, 24-26 June 2014, Aalborg, Denmark. Jensen, W., Andersen, O. K. & Akay, M. (eds.). Springer, p. 701-707 (Biosystems and Biorobotics; No. 7).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Online detection and classification of movement kinetics

Jochumsen, M., Navid, M. S., Nedergaard, R. W., Anwar, M. N., Niazi, I. K. & Dremstrup, K., 2014, Proceedings of the 6th International Brain-Computer Interface Conference, 16-19 September 2014, Graz, Austria: The Future of Brain-Computer Interaction : Basics, Shortcomings, Users. Müller-Putz, G., Bauernfeind, G., Brunner, C., Steyrl, D., Wriessnegger, S. & Scherer, R. (eds.). Verlag der Technischen Universität Graz, 4 p. 035-1

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Plasticity following skilled learning and the implications for BCI performance

Mrachacz-Kersting, N., Jiang, N., Xu, R., Dremstrup, K. & Farina, D., 2014, Proceedings of the 6th International Brain-Computer Interface Conference, 16-19 September 2014, Graz, Austria: The Future of Brain-Computer Interaction : Basics, Shortcomings, Users. Müller-Putz, G., Bauernfeind, G., Brunner, C., Steyrl, D., Wriessnegger, S. & Scherer, R. (eds.). Verlag der Technischen Universität Graz, 4 p. 069-1

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

1 Citation (Scopus)

Processing movement related cortical potentials in EEG signals for identification of slow and fast movements

Riaz, F., Hassan, A., Rehman, S., Niazi, I. K., Jochumsen, M. & Dremstrup, K., 2014, 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE EMBS, 26-30 August 2014, Chicago, IL, USA. IEEE Press, p. 4908-4911 (Proceedings of the International Conference of the IEEE Engineering in Medicine and Biology Society ).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

1 Citation (Scopus)

Rehabilitation using a brain computer interface based on movement related cortical potentials: a review

Dremstrup, K., Niazi, I. K., Jochumsen, M., Jiang, N., Mrachacz-Kersting, N. & Farina, D., 2014, XIII Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2013, 25-28 September 2013, Seville, Spain. Roa Romero, L. M. (ed.). Springer, p. 1659-1662 (IFMBE Proceedings, Vol. 41).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Use of empirical mode decomposition for classification of MRCP based task parameters

Hassan, A., Akhtar, H., Khan, M. J., Riaz, F., Hassan, F., Niazi, I. K., Jochumsen, M. & Dremstrup, K., 2014, Proceedings of the 15th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2014, Salamanca, Spain. Corchado, E., Lozano, J. A., Quintián, H. & Yin, H. (eds.). Springer, p. 77-84 (Lecture Notes in Computer Science, Vol. 8669).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2013
9 Citations (Scopus)

A novel brain-computer interface for chronic stroke patients

Mrachacz-Kersting, N., Niazi, I. K., Jiang, N., Pavlovic, A. M., Radovanovic, S., Kostic, V., Popovic, D. B., Dremstrup, K. & Farina, D., 2013, Converging Clinical and Engineering Research on Neurorehabilitation: International Conference on NeuroRehabilitation, ICNR 2012, 14-16 November 2012, Toledo, Spain. Pons, J. L., Torricelli, D. & Pajaro, M. (eds.). Springer Publishing Company, Vol. Part II. p. 837-841 (Biosystems and Biorobotics, Vol. 1).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Autonomous wheelchair for patients with severe motor disabilities

Chavez, A., Caltenco, H., Dremstrup, K. & Cabrera, A. F., 2013, Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2013, 29-31 July 2013, Reykjavik, Iceland: Volume 2. Ferrier, J-L., Gusikhin, O., Madani, K. & Sasiadek, J. (eds.). SCITEPRESS Digital Library, p. 93-101

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Classifying speed and force from movement intentions using entropy and a support vector machine

Jochumsen, M., Niazi, I. K., Farina, D. & Dremstrup, K., 2013, Proceedings of the Fifth International Brain-Computer Interface Meeting : Defining the Future, 3-7 June 2013, Pacific Grove, CA, USA. Millán, J. D. R., Gao, S., Müller-Putz, G. R., Wolpaw, J. R. & Huggins, J. E. (eds.). Verlag der Technischen Universität Graz, p. Article No. 136

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2012

The potential of imagination and artificial afference in stroke rehabilitation

Mrachacz-Kersting, N., Jiang, N., Niazi, I. K., Pavlović, A. M., Radovanović, S., Kostić, V. S., Dremstrup, K. & Farina, D., 2012, 11th Symposium on Neural Network Applications in Electrical Engineering, NEUREL 2012, 20-22 September 2012, Belgrade, Serbia. IEEE Press, p. 115-117

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2009
2 Citations (Scopus)

Smario: a toolbox for Brain-Computer Interfacing analysis and design

Cabrera, A. R., Farina, D. & Dremstrup, K., 2009, Proceedings of the 4th International IEEE EMBS Conference on Neural Engineering, April 29-May 2 2009, Antalya, Turkey. IEEE, p. 429-432

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2008
4 Citations (Scopus)

Brain-Computer Interfacing: how to control computers with thoughts

Cabrera, A. R., do Nascimento, O. F., Farina, D. & Dremstrup, K., 2008, 1st International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL 2008, 25-28 October 2008, Aalborg, Denmark. IEEE, p. 1-4 4 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2006

Brain-computer interface based on non-motor imagery

Cabrera, A. R., Lund, M. E., Christensen, D. M., Nielsen, T. N., Skov-Madsen, G. & Nielsen, K. D., 2006, Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course 2006, 21-24 September 2006, Graz, Austria. <Forlag uden navn>, p. 68-69

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2005

BME education: the project organized and problem based learning model is the choice

Nielsen, K. D. & Struijk, J. J., 2005, The 3rd European Medical and Biological Engineering Conference, EMBEC '05, Proceedings of the International Federation for Medical & Biological Engineering, IFMBE, 20-25 November 2005, Prague, Czech Republic. 4 p. (IFMBE Proceedings; No. 1, Vol. 11).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

EEG as command signal in rehabilitation devices

Nielsen, K. D., Cabrera, A. R. F. & do Nascimento, O. F., 2005, The 3rd European Medical and Biological Engineering Conference, EMBEC '05, Proceedings of the International Federation for Medical & Biological Engineering, IFMBE, 20-25 November 2005, Prague, Czech Republic. 4 p. (IFMBE Proceedings; No. 1, Vol. 11).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2004

Communication speed enhancement for visual based Brain Computer Interfaces

Sami, S. & Nielsen, K. D., 2004, Getting FES into clinical practice, Proceedings of IFESS-FESnet 2004, 9th Annual Conference of the International Functional Electrical Stimulation Society and the 2nd Conference of FESnet, 6-9 September 2004, Bournemouth, United Kingdom. Wood, D. & Taylor, P. (eds.). <Forlag uden navn>, p. 228-230

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

2002

A real-time brain-computer interface based on steady-state visual evoked potentials

Wahnoun, R., Saigal, R., Gu, Y., Paquet, N., DePauw, S., Chen, A. C. N., Ahmed-Khalid, S. S. & Nielsen, K. D., 2002, 7th Annual Conference of the International Functional Electrical Stimulation Society, IFESS 2002, 25-29 June 2002, Ljubljana, Slovenia. p. 161-163

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

2000

Coding of lower limb muscle force generation in associated EEG movement related potentials: preliminary studies toward a feed-forward control of FES-assisted walking

Juul, P. R., Ladouceur, M. & Nielsen, K. D., 2000, IFESS 2000. NP 2000, Proceedings, 5th Annual Conference of the International Functional Electrical Stimulation Society, 6th Triennial Conference "Neural Prostheses: Motor Systems", 18-24 June 2000, Aalborg, Denmark. Sinkjær, T., Popovic, D. & Struijk, J. J. (eds.). Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, p. 335-337

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Comparison of event related brain potentials of fast and slow reacting human subjects

Lassen, J. L., Møller, R. C., Nielsen, K. D. & Voigt, M., 2000, IFESS 2000. NP 2000, Proceedings, 5th Annual Conference of the International Functional Electrical Stimulation Society, 6th Triennial Conference "Neural Prostheses: Motor Systems", 18-24 June 2000, Aalborg, Denmark. Sinkjær, T., Popovic, D. & Struijk, J. J. (eds.). Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, p. 331-334

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

New five year biomedical engineering curriculum at Aalborg University

Nielsen, K. D., Struijk, J. J. & Sinkjær, T., 2000, IFESS 2000. NP 2000, Proceedings, 5th Annual Conference of the International Functional Electrical Stimulation Society, 6th Triennial Conference "Neural Prostheses: Motor Systems", 18-24 June 2000, Aalborg, Denmark. Sinkjær, T., Popovic, D. & Struijk, J. J. (eds.). Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, p. 505-508

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

1999

Decision support for diagnosis of sleep apnea

Rasmussen, C., Nielsen, K. D. & Jennum, P., 1999, Proceedings from the 3rd IMIA/IMFBE Workshop on Biosignal Interpretation, 1999. p. 170-174

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

1997

Europäisches Neurologisches Netzwerk (ENN)

Penzel, T., Kesper, K., Mayer, G., Zulley, J., Nielsen, K. D., Värri, A., Paiva, T. & Guilleminault, C., 1997, TELEMED'97 : Telematik im Gesundheitswesen, 1997, Berlin, Deutschland. Satyer, G.. ..[et al.] (ed.). <Forlag uden navn>, p. 136-142

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

1996

Causal probabilistic network and power spectral estimation used for sleep classification

Nielsen, K. D., Andersen, J. M., Andreasen, L. N. S., Dyrby, T., Jensen, W., Kjær, A. G. & Andreassen, S., 1996, Proceedings of the 2nd IFMBE-IMIA International Workshop on Biosignal Interpretation, International Federation for Medical and Biomedical Engineering (IFMBE), 1996. p. 211-214

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

1988

Automatic sleep analysis and display system

Nielsen, K. D., 1988, European Workshop in Methodology for Sleep Analysis EEC - COMAC - BME, 1988, Lisboa, Portugal.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

1987

Microcomputer based sleep analysis and display system

Nielsen, K. D. & Wildschiødtz, G., 1987, Proceedings of the 5th International Congress of Sleep Research, 1987, Copenhagen, Denmark.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

1986

On-line EEG analysis

Rosenfalck, A., Kristensen, L. E., Nielsen, K. D. & Thomsen, C. E., 1986, 8th Annual Conference of the IEEE Engineering in Medicine and Biology Society, November 1986, Dallas-Fort Worth, TX, USA. p. 418-422

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch