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
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Article
2019
Binary Classification
Discriminant analysis
Discriminant Analysis
Misclassification
Gaussian distribution
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
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
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
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
2012
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
15 Citations (Scopus)
Continuous Wavelet Transform
Spike
Wavelet transforms
Artificial Neural Network
Feature Extraction
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
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