Berdakh Abibullaev, PhD

Assistant Professor

Accepting PhD Students

  • 279 Citations
  • 9 h-Index
20082019
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Research Output 2008 2019

  • 279 Citations
  • 9 h-Index
  • 20 Conference contribution
  • 15 Article
  • 1 Chapter
2019
Binary Classification
Discriminant analysis
Discriminant Analysis
Misclassification
Gaussian distribution

Novel Spatiospectral Features of ERPs Enhances Brain-Computer Interfaces

Orazayev, Y., Zollanvari, A. & Abibullaev, B., Feb 1 2019, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737344. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain-Computer Interfaces
Brain computer interface
Evoked Potentials
Logistics
Classifiers
2018

Brain-Computer Interface Humanoid Pre-trained for Interaction with People

Saduanov, B., Tokmurzina, D., Alizadeh, T. & Abibullaev, B., Mar 1 2018, HRI 2018 - Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, p. 229-230 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain computer interface
Robots
Demonstrations
5 Citations (Scopus)

Feature extraction and real-time recognition of hand motion intentions from EMGs via artificial neural networks

Oleinikov, A., Abibullaev, B., Shintemirov, A. & Folgheraiter, M., Mar 9 2018, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electromyography
Feature extraction
Hand
Neural networks
Posture
4 Citations (Scopus)

Trained by demonstration humanoid robot controlled via a BCI system for telepresence

Saduanov, B., Alizadeh, T., An, J. & Abibullaev, B., Mar 9 2018, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain-Computer Interfaces
Brain computer interface
Computer Systems
Demonstrations
Robots
2017
4 Citations (Scopus)

Design and evaluation of action observation and motor imagery based BCIs using Near-Infrared Spectroscopy

Abibullaev, B., An, J., Lee, S. H. & Moon, J. I., Feb 1 2017, In : Measurement: Journal of the International Measurement Confederation. 98, p. 250-261 12 p.

Research output: Contribution to journalArticle

Near-infrared Spectroscopy
Brain computer interface
Near infrared spectroscopy
imagery
brain
5 Citations (Scopus)

Design and Evaluation of a P300-ERP based BCI System for Real-Time Control of a Mobile Robot

Nurseitov, D., Serekov, A., Shintemirov, A. & Abibullaev, B., Feb 16 2017, 5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc., p. 115-120 6 p. 7858177

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain computer interface
Real time control
Mobile robots
Brain
Robots
2 Citations (Scopus)

Design and evaluation of a P300 visual brain-computer interface speller in cyrillic characters

Zhumadilova, A., Tokmurzina, D., Kuderbekov, A. & Abibullaev, B., Dec 8 2017, RO-MAN 2017 - 26th IEEE International Symposium on Robot and Human Interactive Communication. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1006-1011 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain computer interface
Evaluation
Disabled persons
Person
Alphanumeric
1 Citation (Scopus)

FNIRS motion artifact correction for overground walking using entropy based unbalanced optode decision and wavelet regression neural network

Lee, G., Jin, S. H., Lee, S. H., Abibullaev, B. & An, J., Dec 7 2017, MFI 2017 - 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-November. p. 186-193 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Near infrared spectroscopy
Entropy
Neural networks
Brain
Chemical activation
3 Citations (Scopus)

Learning suite of kernel feature spaces enhances SMR-based EEG-BCI Classification

Abibullaev, B., Feb 16 2017, 5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc., p. 55-59 5 p. 7858158

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain computer interface
Electroencephalography
Learning systems
Hilbert spaces
Support vector machines
2016
39 Citations (Scopus)

Design and optimization of an EEG-based brain machine interface (BMI) to an upper-limb exoskeleton for stroke survivors

Bhagat, N. A., Venkatakrishnan, A., Abibullaev, B., Artz, E. J., Yozbatiran, N., Blank, A. A., French, J., Karmonik, C., Grossman, R. G., O'Malley, M. K., Francisco, G. E. & Contreras-Vidal, J. L., Mar 31 2016, In : Frontiers in Neuroscience. 10, MAR, 122.

Research output: Contribution to journalArticle

Brain-Computer Interfaces
Upper Extremity
Survivors
Electroencephalography
Stroke
2 Citations (Scopus)

On robust classification of hemodynamic signals for BCIs via multiple kernel ν-SVM

Abibullaev, B. & An, J., Nov 28 2016, IROS 2016 - 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-November. p. 3063-3068 6 p. 7759474

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Near infrared spectroscopy
Hemodynamics
Brain computer interface
Decoding
Classifiers
2015
2 Citations (Scopus)

A novel experimental and analytical approach to the multimodal neural decoding of intent during social interaction in freely-behaving human infants

Cruz-Garza, J. G., Hernandez, Z. R., Tse, T., Caducoy, E., Abibullaev, B. & Contreras-Vidal, J. L., Oct 4 2015, In : Journal of Visualized Experiments. 2015, 104, e53406.

Research output: Contribution to journalArticle

Interpersonal Relations
Decoding
Brain
Neural networks
Video recording
5 Citations (Scopus)

EEG source imaging in partial epilepsy in comparison with presurgical evaluation and magnetoencephalography

Park, C. J., Seo, J. H., Kim, D., Abibullaev, B., Kwon, H., Lee, Y. H., Kim, M. Y., An, K. M., Kim, K., Kim, J. S., Joo, E. Y. & Hong, S. B., Oct 1 2015, In : Journal of Clinical Neurology (Korea). 11, 4, p. 319-330 12 p.

Research output: Contribution to journalArticle

Magnetoencephalography
Partial Epilepsy
Electroencephalography
Scalp
Electrodes
2014
4 Citations (Scopus)
Near-infrared Spectroscopy
Brain computer interface
hemodynamics
Near infrared spectroscopy
Hemodynamics
2013
11 Citations (Scopus)

Cortical activation pattern for grasping during observation, imagery, execution, FES, and observation-FES integrated BCI: An fNIRS pilot study

An, J., Jin, S. H., Lee, S. H., Jang, G., Abibullaev, B., Lee, H. & Moon, J. I., 2013, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 6345-6348 4 p. 6611005

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain-Computer Interfaces
Brain computer interface
Deep Brain Stimulation
Near infrared spectroscopy
Near-Infrared Spectroscopy
13 Citations (Scopus)

Minimizing inter-subject variability in fNIRS-based brain-computer interfaces via multiple-kernel support vector learning

Abibullaev, B., An, J., Jin, S. H., Lee, S. H. & Moon, J. I., Dec 2013, In : Medical Engineering and Physics. 35, 12, p. 1811-1818 8 p.

Research output: Contribution to journalArticle

Brain-Computer Interfaces
Brain computer interface
Hilbert spaces
Classifiers
Learning
9 Citations (Scopus)

The beginning of neurohaptics: Controlling cognitive interaction via brain haptic interface

An, J., Lee, S. H., Jin, S. H., Abibullaev, B., Jang, G., Ahn, J., Lee, H. & Moon, J. I., 2013, 2013 International Winter Workshop on Brain-Computer Interface, BCI 2013. p. 103-106 4 p. 6506646

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Haptic interfaces
Near infrared spectroscopy
Brain
Brain computer interface
Interfaces (computer)
2012

A study on the BCI-Robot assisted stroke rehabilitation framework using brain hemodynamic signals

Abibullaev, B., An, J., Lee, S. H., Jin, S. H. & Moon, J. I., 2012, 2012 9th International Conference on Ubiquitous Robots and Ambient Intelligence, URAI 2012. p. 500-504 5 p. 6463052

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hemodynamics
Patient rehabilitation
Brain
Robots
Physical therapy
39 Citations (Scopus)
Wavelet Analysis
Hemodynamics
Frontal Lobe
Wavelet transforms
Learning algorithms
24 Citations (Scopus)

Decision support algorithm for diagnosis of ADHD using electroencephalograms

Abibullaev, B. & An, J., Aug 2012, In : Journal of Medical Systems. 36, 4, p. 2675-2688 14 p.

Research output: Contribution to journalArticle

Brain Diseases
Electroencephalography
Brain
Feature extraction
Entropy
2011
43 Citations (Scopus)

A new QRS detection method using wavelets and artificial neural networks

Abibullaev, B. & Seo, H. D., Aug 2011, In : Journal of Medical Systems. 35, 4, p. 683-691 9 p.

Research output: Contribution to journalArticle

Neural networks
Electrocardiography
Backpropagation algorithms
Feedforward neural networks
Signal analysis
16 Citations (Scopus)

Neural Network Classification of Brain Hemodynamic Responses from Four Mental Tasks

Abibullaev, B., An, J. & Moon, J. I., Oct 2011, In : International Journal of Optomechatronics. 5, 4, p. 340-359 20 p.

Research output: Contribution to journalArticle

hemodynamic responses
Hemodynamics
brain
Brain
classifiers
2010
5 Citations (Scopus)

Analysis of attention deficit hyperactivity disorder in EEG using wavelet transform and self organizing maps

Lee, S. H., Abibullaev, B., Kang, W. S., Shin, Y. & An, J., 2010, ICCAS 2010 - International Conference on Control, Automation and Systems. p. 2439-2442 4 p. 5670255

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Self organizing maps
Electroencephalography
Wavelet transforms
Brain
Wavelet decomposition
1 Citation (Scopus)

Classification of cardiac arrhythmias using biorthogonal wavelet preprocessing and SVM

Abibullaev, B., Kang, W. S., Lee, S. H. & An, J., 2010, INC2010 - The International Conference on Networked Computing, Proceeding. p. 332-336 5 p. 5484804

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
Electrocardiography
Wavelet transforms
Classifiers
Processing
15 Citations (Scopus)
Continuous Wavelet Transform
Spike
Wavelet transforms
Artificial Neural Network
Feature Extraction

Functional near infrared spectroscopy based congitive task classification using support vector machines

Abibullaev, B., Kang, W. S., Lee, S. H. & An, J., 2010, 2010 5th International Symposium on Health Informatics and Bioinformatics, HIBIT 2010. p. 7-12 6 p. 5478913

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Near infrared spectroscopy
Near-Infrared Spectroscopy
Support vector machines
Brain
Brain-Computer Interfaces
1 Citation (Scopus)

Near-infrared spectroscopy in the analysis of functional brain activity during cognitive tasks

Abibullaev, B., Lee, S. H., Kang, W. S., An, J. & Seo, H. D., 2010, Proceedings of IEEE Sensors. p. 542-547 6 p. 5690277

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Near infrared spectroscopy
Brain
Computer games
Oxygenation
Hemoglobin

Near-infrared spectroscopy in the analysis of functional brain activity during cognitive tasks

Abibullaev, B., Lee, S. H. L. S. H., Kang, W-S. K. W-S., An, J. A. J. & Seo, H. D. S. H. D., 2010, Sensors 2010 IEEE. IEEE, p. 542-547 6 p. (Sensors 2010 IEEE).

Research output: Chapter in Book/Report/Conference proceedingChapter

Near infrared spectroscopy
Brain
Computer games
Oxygenation
Hemoglobin

Path planning algorithm using the values clustered by k-means

Kang, W. S., Lee, S. H., Abibullaev, B., Kim, J. W. & An, J., 2010, Proceedings of the 15th International Symposium on Artificial Life and Robotics, AROB 15th'10. p. 959-962 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Motion planning
Cluster analysis
Mobile robots
Robots
1 Citation (Scopus)

Recognition of brain hemodynamic mental response for brain computer interface

Abibullaev, B., Kang, W. S., Lee, S. H. & An, J., 2010, ICCAS 2010 - International Conference on Control, Automation and Systems. p. 2238-2243 6 p. 5669841

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain computer interface
Near infrared spectroscopy
Hemodynamics
Brain
Neuroimaging
12 Citations (Scopus)

Seizure detection in temporal lobe epileptic EEGs using the best basis wavelet functions

Abibullaev, B., Kim, M. S. & Seo, H. D., Aug 2010, In : Journal of Medical Systems. 34, 4, p. 755-765 11 p.

Research output: Contribution to journalArticle

Temporal Lobe
Electroencephalography
Epilepsy
Seizures
Wavelet decomposition
2009

A wavelet based method for detecting and localizing epileptic neural spikes in EEG

Abibullaev, B., Seo, H. D., Kang, W. S. & An, J., 2009, ACM International Conference Proceeding Series. Vol. 403. p. 702-707 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wavelet transforms
Brain
7 Citations (Scopus)

Epileptic seizures detection using continuous time wavelet based artificial neural networks

Berdakh, A. & Don, S. H., 2009, ITNG 2009 - 6th International Conference on Information Technology: New Generations. p. 1456-1461 6 p. 5070832

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Electroencephalography
Feature extraction
Multilayer neural networks
Wavelet transforms
2008
6 Citations (Scopus)

Analysis of brain function and classification of sleep stage EEG using daubechies wavelet

Kim, M. S., Cho, Y. C., Berdakh, A. & Seo, H. D., 2008, In : Sensors and Materials. 20, 1, p. 1-14 14 p.

Research output: Contribution to journalArticle

sleep
electroencephalography
Electroencephalography
brain
Brain