Epilepsy Classification Framework Utilizing Joint Time-Frequency Signal Analysis and Processing

Epilepsy Classification Framework Utilizing Joint Time-Frequency Signal Analysis and Processing

Time Frequency Signal Analysis and Processing (TFSAP) have been proposed in order to analyse the signal in both the time and the frequency domains. Electroencephalography (EEG) as a time-varying frequency signal is an interesting field in which Time Frequency Distribution (TFD) could be used in orde...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy:	Shiva KHOSHNOUD, Mousa SHAMSI
Format:	Artykuł
Język:	English
Wydane:	Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca 2015-06-01
Seria:	Applied Medical Informatics
Hasła przedmiotowe:	Time-frequency analysis Signal processing Epilepsy Renyi’s entropy
Dostęp online:	http://ami.info.umfcluj.ro/index.php/AMI/article/view/519

Podobne zapisy

Rule-Based EEG Classifier Utilizing Local Entropy of Time–Frequency Distributions
od: Jonatan Lerga, i wsp.
Wydane: (2021-02-01)

Block-Adaptive Rényi Entropy-Based Denoising for Non-Stationary Signals
od: Nicoletta Saulig, i wsp.
Wydane: (2022-10-01)

Method for Automatic Estimation of Instantaneous Frequency and Group Delay in Time–Frequency Distributions with Application in EEG Seizure Signals Analysis
od: Vedran Jurdana, i wsp.
Wydane: (2023-05-01)

A New De-Noising Method Based on Enhanced Time-Frequency Manifold and Kurtosis-Wavelet Dictionary for Rolling Bearing Fault Vibration Signal
od: Qingbin Tong, i wsp.
Wydane: (2022-08-01)

Causal Inference in Time Series in Terms of Rényi Transfer Entropy
od: Petr Jizba, i wsp.
Wydane: (2022-06-01)

Rényi Entropy and Rényi Divergence in Product MV-Algebras
od: Dagmar Markechová, i wsp.
Wydane: (2018-08-01)

A New Insight into Entropy Based on the Fuzzy Operators, Applied to Useful Information Extraction from Noisy Time-Frequency Distributions
od: József Dombi, i wsp.
Wydane: (2023-01-01)

Differentiating Interictal and Ictal States in Childhood Absence Epilepsy through Permutation Rényi Entropy
od: Nadia Mammone, i wsp.
Wydane: (2015-07-01)

Damage Detection in Reinforced Concrete Member Using Local Time-Frequency Transform Applied to Vibration Measurements
od: Ning Liu, i wsp.
Wydane: (2023-01-01)

Sparse Time-Frequency Distribution Reconstruction Using the Adaptive Compressed Sensed Area Optimized with the Multi-Objective Approach
od: Vedran Jurdana, i wsp.
Wydane: (2023-04-01)

Quantitative EEG based on Renyi Entropy for Epileptic Classification
od: HADIYOSO Sugondo, i wsp.
Wydane: (2019-05-01)

Rényi Entropies of Dynamical Systems: A Generalization Approach
od: Zahra Eslami Giski, i wsp.
Wydane: (2023-01-01)

Guessing with Distributed Encoders
od: Annina Bracher, i wsp.
Wydane: (2019-03-01)

Conditional Rényi Entropy and the Relationships between Rényi Capacities
od: Gautam Aishwarya, i wsp.
Wydane: (2020-05-01)

Rényi Entropies of Multidimensional Oscillator and Hydrogenic Systems with Applications to Highly Excited Rydberg States
od: Jesús S. Dehesa
Wydane: (2022-11-01)

Two Measures of Dependence
od: Amos Lapidoth, i wsp.
Wydane: (2019-08-01)

Renyi entropy driven hierarchical graph clustering
od: Frédérique Oggier, i wsp.
Wydane: (2021-02-01)

Evolution of non-stationary processes and some maximum entropy principles
od: Preda Vasile, i wsp.
Wydane: (2018-12-01)

A novel approach to extracting useful information from noisy TFDs using 2D local entropy measures
od: Ana Vranković, i wsp.
Wydane: (2020-04-01)

The effect of the COVID-19 epidemic on Moroccan sectoral indices: The entropy approach
od: Fadwa Bouhlal, i wsp.
Wydane: (2022-12-01)

Functional analysis of ADHD in children using nonlinear features of EEG signals
od: Shiva Khoshnoud, Mohammad Ali Nazari, Mousa Shamsi
Wydane: (2018-02-01)

Spacecraft Anomaly Recognition Based on Morphological Variational Mode Decomposition and JRD
Wydane: (2018-02-01)

On a General Definition of Conditional Rényi Entropies
od: Velimir M. Ilić, i wsp.
Wydane: (2017-11-01)

On Rényi Permutation Entropy
od: Tim Gutjahr, i wsp.
Wydane: (2021-12-01)

Some new results involving residual Renyi's information measure for k-record values
od: Mansour Shrahili
Wydane: (2024-04-01)

Modified multiscale Renyi distribution entropy for short-term heart rate variability analysis
od: Manhong Shi, i wsp.
Wydane: (2024-11-01)

Random forests with parametric entropy-based information gains for classification and regression problems
od: Vera Ignatenko, i wsp.
Wydane: (2024-01-01)

Continuous Tsallis and Renyi extropy with pharmaceutical market application
od: Mohamed Said Mohamed, i wsp.
Wydane: (2023-08-01)

Entropy Production in Quantum is Different
od: Mohammad H. Ansari, i wsp.
Wydane: (2019-08-01)

Application of information theoretical approaches to assess diversity and similarity in single-cell transcriptomics
od: Michal T. Seweryn, i wsp.
Wydane: (2020-01-01)

One-Parameter Fisher–Rényi Complexity: Notion and Hydrogenic Applications
od: Irene V. Toranzo, i wsp.
Wydane: (2016-12-01)

Analyzing the Influence of Hyper-parameters and Regularizers of Topic Modeling in Terms of Renyi Entropy
od: Sergei Koltcov, i wsp.
Wydane: (2020-03-01)

Convexity and robustness of the Rényi entropy
od: Filipp Buryak, i wsp.
Wydane: (2021-07-01)

Entropy Measures vs. Kolmogorov Complexity
od: Luís Antunes, i wsp.
Wydane: (2011-03-01)

Entropies of the Chinese Land Use/Cover Change from 1990 to 2010 at a County Level
od: Yong Fan, i wsp.
Wydane: (2017-01-01)

Hypercontractive Inequalities for the Second Norm of Highly Concentrated Functions, and Mrs. Gerber’s-Type Inequalities for the Second Rényi Entropy
od: Niv Levhari, i wsp.
Wydane: (2022-09-01)

Information Dynamic Correlation of Vibration in Nonlinear Systems
od: Zhe Wu, i wsp.
Wydane: (2019-12-01)

Effects of Tau and Sampling Frequency on the Regularity Analysis of ECG and EEG Signals Using ApEn and SampEn Entropy Estimators
od: Ricardo Espinosa, i wsp.
Wydane: (2020-11-01)

Ordinal Patterns in Heartbeat Time Series: An Approach Using Multiscale Analysis
od: María Muñoz-Guillermo
Wydane: (2019-06-01)

Network Entropies of the Chinese Financial Market
od: Shouwei Li, i wsp.
Wydane: (2016-09-01)