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Journal of Neuroscience Methods, ISSN 0165-0270, 04/2019, Volume 318, pp. 6 - 16
Partial directed coherence (PDC) computed from multivariate autoregressive (MVAR) model coefficient is increasingly being used to study directed functional... 
Global cortex factor-based MVAR (GCF-MVAR) model | EEG source | MVAR model | Directed functional connectivity | Weighted PDC | NETWORK | EEG SOURCE LOCALIZATION | INVARIANT | BIOCHEMICAL RESEARCH METHODS | FMRI DATA | NEUROSCIENCES | WINDOW | MEG | BRAIN CONNECTIVITY | Analysis | Electroencephalography | Models
Journal Article
IEEE Transactions on Biomedical Engineering, ISSN 0018-9294, 3/2019, pp. 1 - 1
Objective: We present a novel modeling framework for identifying time-varying (TV) couplings between time-series of biomedical relevance. Methods: The proposed... 
Couplings | partial directed coherence | heteroskedasticity | Kalman Filter | Biological system modeling | Computational modeling | Brain modeling | exercise | time-varying | Covariance matrices | MVAR | Genetic algorithms
Journal Article
Journal Article
Frontiers in Artificial Intelligence and Applications, ISSN 0922-6389, 2016, Volume 288, pp. 177 - 186
Conference Proceeding
Brain Topography, ISSN 0896-0267, 7/2019, Volume 32, Issue 4, pp. 643 - 654
Journal Article
Frontiers in Human Neuroscience, ISSN 1662-5161, 08/2017, Volume 11, pp. 441 - 441
Measures of interaction (connectivity) of the EEG are at the forefront of current neuroscientific research. Unfortunately, test-retest reliability can be very... 
MCI | Brain networks | Reproducibility | Connectivity | Reliability | TLE | MVAR model | DIRECTED TRANSFER-FUNCTION | reproducibility | reliability | INFORMATION-FLOW | FUNCTIONAL CONNECTIVITY | NETWORKS | brain networks | NEUROSCIENCES | PSYCHOLOGY | PHASE | BRAIN STRUCTURES | connectivity | GRAPH METRICS | ALPHA FREQUENCY | TEST-RETEST RELIABILITY | COHERENCE
Journal Article
IET Generation, Transmission and Distribution, ISSN 1751-8687, 2012, Volume 6, Issue 12, pp. 1189 - 1201
This study presents a comprehensive control framework to ensure desired loading margin (LM) while minimising the corresponding control cost. The proposed... 
CRITERIA | MVAR MANAGEMENT | COSTS | VOLTAGE STABILITY MARGIN | ENGINEERING, ELECTRICAL & ELECTRONIC | Contingency
Journal Article
Chinese Journal of Biomedical Engineering, ISSN 0258-8021, 02/2016, Volume 35, Issue 1, pp. 1 - 9
Journal Article
Journal of Neuroscience Methods, ISSN 0165-0270, 10/2018, Volume 308, pp. 317 - 329
Journal Article
Automatica, ISSN 0005-1098, 12/2016, Volume 74, pp. 194 - 205
Journal Article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, ISSN 1534-4320, 05/2018, Volume 26, Issue 5, pp. 957 - 968
The difficulty associated with processing and understanding the high dimensionality of electroencephalogram (EEG) data requires developing efficient and robust... 
EEG | Predictive models | Lossless compression | Brain modeling | entropy coder | Electroencephalography | Entropy | Huffman coding | Compression algorithms | linear prediction | MVAR |