• Fredrik Bajers Vej 7, d2-212

    9220 Aalborg Ø

    Denmark

1985 …2019
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Research Output 1985 2019

2019

Continuous 2-D control via state-machine triggered by endogenous sensory discrimination and a fast brain switch

Xu, R., Dosen, S., Jiang, N., Yao, L., Farooq, A., Jochumsen, M., Mrachacz-Kersting, N., Dremstrup, K. & Farina, D., 23 Jul 2019, In : Journal of Neural Engineering. 16, 5

Research output: Contribution to journalJournal articleResearchpeer-review

Brain
Switches
Imagery (Psychotherapy)
Discrimination (Psychology)
Touch

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., 1 Apr 2019, (Accepted/In press) International Conference on Rehabilitation Robotics. IEEE, p. 1-6 6 p.

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

Brain computer interface
Bioelectric potentials
Manipulators
Robotics
Flickering
2018
4 Citations (Scopus)

Effect of subject training on a movement-related cortical potential-based brain-computer interface

Jochumsen, M., Niazi, I. K., Nedergaard, R. W., Navid, M. S. & Dremstrup, K., 2018, In : Biomedical Signal Processing and Control. 41, p. 63-68

Research output: Contribution to journalJournal articleResearchpeer-review

Single-channel movement prediction in stroke and cerebral palsy patients from single-trial EEG

Jochumsen, M., Oppermann, H. & Dremstrup, K., 2018.

Research output: Contribution to conference without publisher/journalPosterResearchpeer-review

Cerebral Palsy
Electroencephalography
Stroke
2017

A Brain-Computer-Interface to combat musculoskeletal pain

Mrachacz-Kersting, N., Yao, N., Gervasio, S., Jiang, N., Palsson, T., Graven-Nielsen, T., Falla, D., Dremstrup, K. & Farina, D., 2017, Brain-Computer-Interface Research – A state of the art summary. Guger, C., Brendan, A. & Leuthardt, EC. (eds.). 5 ed. Springer, p. 123-130

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

118 Downloads (Pure)

Classification of hand grasp kinetics and types using movement-related cortical potentials and EEG rhythms

Jochumsen, M., Rovsing, C., Rovsing, H., Niazi, I. K., Dremstrup, K. & Kamavuako, E. N., 2017, In : Computational Intelligence and Neuroscience. 2017, 10 p., 7470864.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
3 Citations (Scopus)
40 Downloads (Pure)

Influence of attention alternation on movement-related cortical potentials in healthy individuals and stroke patients

Aliakbaryhosseinabadi, S., Kostic, V., Pavlovic, A., Radovanovic, S., Kamavuako, E. N., Jiang, N., Petrini, L., Dremstrup, K., Farina, D. & Mrachacz-Kersting, N., 1 Jan 2017, In : Journal of Clinical Neurophysiology. 128, 1, p. 165-175

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Stroke
Ankle
Healthy Volunteers
7 Citations (Scopus)

The effect of type of afferent feedback timed with motor imagery on the induction of cortical plasticity

Mrachacz-Kersting, N., Voigt, M., Stevenson, A. J. T., Aliakbaryhosseinabadi, S., Jiang, N., Dremstrup, K. & Farina, D., 2017, In : Brain Research. 1674, p. 91-100

Research output: Contribution to journalJournal articleResearchpeer-review

Imagery (Psychotherapy)
Brain-Computer Interfaces
Motor Evoked Potentials
Motor Cortex
Electric Stimulation
2016
16 Citations (Scopus)

Detecting and classifying three different hand movement types through electroencephalography recordings for neurorehabilitation

Jochumsen, M., Niazi, I. K., Dremstrup, K. & Kamavuako, E. N., 2016, In : Medical & Biological Engineering & Computing. 54, 10, p. 1491-1501

Research output: Contribution to journalJournal articleResearchpeer-review

63 Citations (Scopus)

Efficient neuroplasticity induction in chronic stroke patients by an associative brain-computer interface

Mrachacz-Kersting, N., Jiang, N., Stevenson, A. J. T., Niazi, I. K., Kostic, V., Pavlović, A. M., Radovanovic, S., Djuric-Jovicic, M., Agosta, F., Dremstrup, K. & Farina, D., 2016, In : Journal of Neurophysiology. 115, 3, p. 1410-1421

Research output: Contribution to journalJournal articleResearchpeer-review

Brain-Computer Interfaces
Neuronal Plasticity
Stroke
Foot
Motor Evoked Potentials
75 Citations (Scopus)

EMD-based temporal and spectral features for the classification of EEG signals using supervised learning

Riaz, F., Hassan, A., Rehman, S., Niazi, I. K. & Dremstrup, K., 2016, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 24, 1, p. 28-35

Research output: Contribution to journalJournal articleResearchpeer-review

4 Citations (Scopus)

Endogenous sensory discrimination and selection by a fast brain switch for a high transfer rate brain-computer interface

Xu, R., Jiang, N., Dosen, S., Lin, C., Mrachacz-Kersting, N., Dremstrup, K. & Farina, D., 2016, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 24, 8, p. 901-910

Research output: Contribution to journalJournal articleResearchpeer-review

Brain-Computer Interfaces
Brain computer interface
Brain
Switches
Communication
14 Citations (Scopus)
117 Downloads (Pure)
Open Access
File
Rehabilitation
Brain
Electroencephalography
Imagination
Sensory Feedback
20 Citations (Scopus)
149 Downloads (Pure)

Manipulation of dysfunctional spinal joints affects sensorimotor integration in the prefrontal cortex: a brain source localization study

Lelic, D., Niazi, I. K., Holt, K., Jochumsen, M., Dremstrup, K., Yielder, P., Murphy, B., Drewes, A. & Haavik, H., 2016, In : Neural Plasticity. 2016, 9 p., 3704964.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File

Sundhedsinnovation

Dremstrup, K., 2016, In : Medicoteknik. 3, 3, p. 4

Research output: Contribution to journalJournal articleCommunication

Open Access

The effect of detection time on movement intention detection

Jochumsen, M., Rovsing, C., Rovsing, H., Kamavuako, E. N. & Dremstrup, K., 2016, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 16-20 August 2016, Orlando, FL, USA. IEEE

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

Universiteternes tre roller

Dremstrup, K., 2016, In : Medicoteknik. 3, 3, p. 6-9

Research output: Contribution to journalJournal articleCommunication

Open Access
2015
62 Citations (Scopus)

A brain–computer interface for single-trial detection of gait initiation from movement related cortical potentials

Jiang, N., Gizzi, L., Mrachacz-Kersting, N., Dremstrup, K. & Farina, D., 2015, In : Clinical Neurophysiology. 126, 1, p. 154-159

Research output: Contribution to journalJournal articleResearchpeer-review

1 Citation (Scopus)

An empirical study to remove noise from single-trial MRCP for movement intention detection

Hassan, A., Riaz, F., Rehman, S., Jochumsen, M., Niazi, I. K. & Dremstrup, K., 2015, In : Canadian Conference on Electrical and Computer Engineering. 2015, June, p. 184-189 7129183.

Research output: Contribution to journalConference article in JournalResearchpeer-review

Combined effects of spinal manipulation and a brain computer interface based plasticity protocol on corticospinal excitability

Niazi, I. K., Jochumsen, M., Holt, K., Dremstrup, K. & Haavik, H., 2015, Proceedings, WFC 13th Biennial Congress and ECU Annual Convention, 13-16 May 2015, Athens, Greece. World Federation of Chiropractic, p. 119

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

13 Citations (Scopus)
165 Downloads (Pure)
Open Access
File
20 Citations (Scopus)
27 Citations (Scopus)
4 Citations (Scopus)

Detection of movement intention from single-trial movement-related cortical potentials using random and non-random paradigms

Aliakbaryhosseinabadi, S., Jiang, N., Vuckovic, A., Dremstrup, K., Farina, D. & Mrachacz-Kersting, N., 2015, In : Brain-Computer Interfaces. 2, 1, p. 29-39

Research output: Contribution to journalJournal articleResearchpeer-review

Cues
Brain-Computer Interfaces
Computer Systems
Foot
Electroencephalography
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

Manipulation of dysfunctional spinal joints affects sensorimotor integration in the pre‐fontal cortex: a brain source localization study

Lelic, D., Niazi, I. K., Holt, K., Jochumsen, M., Dremstrup, K., Yielder, P., Murphy, B., Drewes, A. & Haavik, H., 2015, Proceedings, WFC 13th Biennial Congress and ECU Annual Convention, 13-16 May 2015, Athens, Greece. World Federation of Chiropractic, p. 116

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

7 Citations (Scopus)

Online multi-class brain-computer interface for detection and classification of lower limb movement intentions and kinetics for stroke rehabilitation

Jochumsen, M., Niazi, I. K., Navid, M. S., Anwar, M. N., Farina, D. & Dremstrup, K., 2015, In : Brain-Computer Interfaces. 2, 4, p. 202-210

Research output: Contribution to journalJournal articleResearchpeer-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

The Aalborg Brain Computer Interface: a protocol for inducing neural plasticity

Taylor, D., Niazi, I. K., Signal, N., Jochumsen, M. & Dremstrup, K., 2015.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearch

The changing brain: bidirectional learning between algorithm and user

Mrachacz-Kersting, N., Jiang, N., Aliakbaryhosseinabadi, S., Xu, R., Petrini, L., Lontis, R., Dremstrup, K. & Farina, D., 2015, Brain-Computer Interface Research: A State-of-the-Art Summary 4. Guger, C., Müller-Putz, G. & Allison, B. (eds.). Springer, p. 115-125 (SpringerBriefs in Electrical and Computer Engineering).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

2014
84 Citations (Scopus)

A closed-loop brain–computer interface triggering an active ankle–foot orthosis for inducing cortical neural plasticity

Xu, R., Jiang, N., Mrachacz-Kersting, N., Lin, C., Prieto, G. A., Moreno, J. C., Pons, J. L., Dremstrup, K. & Farina, D., 2014, In : IEEE Transactions on Biomedical Engineering. 61, 7, p. 2092-2101

Research output: Contribution to journalJournal articleResearchpeer-review

An accurate, versatile, and robust brain switch for neurorehabilitation

Jiang, N., Mrachacz-Kersting, N., Xu, R., Dremstrup, K. & Farina, D., 2014, Brain-Computer Interface Research: A State-of-the-Art Summary 3. Guger, C., Vaughan, T. & Allison, B. (eds.). Springer, p. 47-61 (SpringerBriefs in Electrical and Computer Engineering).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

5 Citations (Scopus)

A novel brain-computer interface for chronic stroke patients

Mrachacz-Kersting, N., Jiang, N., Dremstrup, K. & Farina, D., 2014, Brain-Computer Interface Research: A State-of-the-Art Summary 2. Guger, C., Allison, B. & Leuthardt, E. C. (eds.). Springer, p. 51-61 (Biosystems and Biorobotics, Vol. 6).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

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

Effect of different attentional level and task repetition on single-trial movement-related cortical potential

Aliakbaryhosseinabadi, S., Petrini, L., Jiang, N., Farina, D., Dremstrup, K. & Mrachacz-Kersting, N., 2014.

Research output: Contribution to conference without publisher/journalPosterResearch

106 Citations (Scopus)

Enhanced low-latency detection of motor intention from EEG for closed-loop brain-computer interface applications

Xu, R., Jiang, N., Lin, C., Mrachacz-Kersting, N., Dremstrup, K. & Farina, D., 2014, In : I E E E Transactions on Biomedical Engineering. 61, 2, p. 288-296

Research output: Contribution to journalJournal articleResearchpeer-review

2 Citations (Scopus)

Feasibility of an asynchronous event related desynchronization based brain switch for control of functional electrical stimulation

Savic, A., Lontis, R., Malesevic, N., Popovic, M., Jiang, N., Dremstrup, K., Farina, D. & Mrachacz-Kersting, N., 2014, In : Biomedizinische Technik. 59, s1, p. S209-S212

Research output: Contribution to journalConference article in JournalResearchpeer-review

Open Access
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

14 Citations (Scopus)

Movement-related cortical potentials in paraplegic patients: abnormal patterns and considerations for BCI-rehabilitation

Xu, R., Jiang, N., Vuckovic, A., Hasan, M., Mrachacz-Kersting, N., Allan, D., Fraser, M., Nasseroleslami, B., Conway, B., Dremstrup, K. & Farina, D., 2014, In : Frontiers in Neuroengineering. 7, 9 p., 35.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access

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., Dremstrup, K. & Farina, D., 2014, Annual Meeting of the Society for Neuroscience, Neuroscience 2014, 15-19 November 2014, Washington, DC, USA. p. Poster No. 252.22/KK25

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

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