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PloS one, 2019, Volume 14, Issue 8, p. e0212470
Complex network theory has been successful at unveiling the topology of the brain and showing alterations to the network structure due to brain disease,... 
Humans | Models, Neurological | Brain - physiology | Electroencephalography - statistics & numerical data | Nerve Net - physiology | Neural Pathways - physiology | Brain Diseases - physiopathology
Journal Article
SCIENTIFIC REPORTS, ISSN 2045-2322, 08/2019, Volume 9, Issue 1, pp. 12441 - 15
... coupling Measure for neuronal oscillations tamanna t. K. Munia and Selin Aviyente oscillatory activity in the brain has been associated with a wide variety... 
GAMMA | ENTRAINMENT | EXCITABILITY | SYNCHRONY | EEG | MULTIDISCIPLINARY SCIENCES | MEDIAL FRONTAL-CORTEX | FUNCTIONAL CONNECTIVITY | DYNAMICS | MEG | COMMUNICATION | Oscillations | Short term memory | Decision making | Cognitive ability
Journal Article
EURASIP Journal on Advances in Signal Processing, ISSN 1687-6172, 12/2011, Volume 2011, Issue 1, pp. 1 - 13
... Article Multivariate Empirical Mode Decomposition for Quantifying Multivariate Phase Synchronization Ali Y ener Mutlu and Selin Aviyente Department of Electrical... 
Quantum Information Technology, Spintronics | Engineering | Signal, Image and Speech Processing | TIME-SERIES | COHERENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Studies | Electrodes | Cluster analysis | Time series | Decomposition | Pattern recognition | Multivariate analysis
Journal Article
EURASIP Journal on Advances in Signal Processing, ISSN 1687-6172, 12/2009, Volume 2009, Issue 1, pp. 1 - 6
... Article Computationally Efficient Scale Covariant Time-Frequency Distributions Selin Aviyente Department of Electrical and Computer Engineering, Michigan State... 
Quantum Information Technology, Spintronics | Engineering | Signal, Image and Speech Processing | KERNEL DECOMPOSITION | ENGINEERING, ELECTRICAL & ELECTRONIC | Studies | Fourier transforms | Decomposition | Frequency distribution | Algorithms
Journal Article
Computational and mathematical methods in medicine, ISSN 1748-670X, 04/2012, Volume 2012, pp. 635103 - 16
Journal Article
Digital Signal Processing, ISSN 1051-2004, 01/2017, Volume 60, pp. 230 - 241
Simultaneous sparse approximation is a generalization of the standard sparse approximation, for simultaneously representing a set of signals using a common... 
Compressive sensing | Simultaneous sparse approximation | Functional connectivity network | Video background extraction | Distributed compressive sensing | EEG | PHASE SYNCHRONY | SMALL-WORLD | RESOLUTION | FUNCTIONAL CONNECTIVITY | PATTERNS | NETWORKS | ALGORITHMS | ENGINEERING, ELECTRICAL & ELECTRONIC | RECOVERY | INTEGRATION | DYNAMICS | Analysis | Algorithms
Journal Article
Advances in Neural Information Processing Systems, ISSN 1049-5258, 2007, pp. 609 - 616
Conference Proceeding
EURASIP Journal on Advances in Signal Processing, ISSN 1687-6180, 02/2009, Volume 2009, Issue 1, pp. 204351 - 204351
Scale is a physical attribute of a signal which occurs in many natural settings. Time-frequency distributions (TFDs) belonging to Cohen's class are invariant... 
Journal Article
EURASIP Journal on Advances in Signal Processing, ISSN 1687-6180, 06/2010, Volume 2010, Issue 1, pp. 289571 - 289571
: Joint time-frequency representations offer a rich representation of event related potentials (ERPs) that cannot be obtained through individual time or... 
Journal Article
EURASIP Journal on Advances in Signal Processing, ISSN 1687-6172, 12/2010, Volume 2010, Issue 1, pp. 1 - 13
... Article Time-Frequency Data Reduction for Event Related Potentials: Combining Principal Component Analysis and Matching Pursuit Selin Aviyente, 1 Edward M. Bernat, 2... 
Quantum Information Technology, Spintronics | Engineering | Signal, Image and Speech Processing | SIGNALS | ERP | PROMAX | INFOMAX | PCA | ENGINEERING, ELECTRICAL & ELECTRONIC | Studies | Wavelet transforms | Dictionaries | Fourier transforms | Mean square errors | Noise | Decomposition | Methods
Journal Article
2007 IEEE/SP 14th Workshop on Statistical Signal Processing, ISSN 2373-0803, 08/2007, pp. 181 - 184
Many applications in signal processing require the efficient representation and processing of data. The traditional approach to efficient signal representation... 
Signal Reconstruction | Dictionaries | Matching pursuit algorithms | Electroencephalography | Sparse matrices | Application software | Signal representations | Sampling | Compressed sensing | Image reconstruction | Pursuit algorithms | Biomedical signal processing | Signal reconstruction
Conference Proceeding