Keyword

EEG signal analysis

Description: Computational and statistical methods for processing electroencephalography recordings to identify information about brain activity.

Primary topic: EEG and Brain-Computer Interfaces (70%)

Wikidata ID: wiki/Q60762711

OpenAlex ID: keywords/eeg-analysis

Nonparametric statistical testing of EEG- and MEG-data

2007 · Eric Maris, Robert Oostenveld · Journal of Neuroscience Methods · 8,474

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ERPLAB: an open-source toolbox for the analysis of event-related potentials

2014 · Javier Lopez-Calderon, Steven J. Luck · Frontiers in Human Neuroscience · 2,591

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Analysis of EEG records in an epileptic patient using wavelet transform

2003 · Hojjat Adeli, Ziqin Zhou, et al. · Journal of Neuroscience Methods · 1,155

Wavelet entropy: a new tool for analysis of short duration brain electrical signals

2001 · Osvaldo A. Rosso, Susana Blanco, et al. · Journal of Neuroscience Methods · 832

Towards the utilization of EEG as a brain imaging tool

2011 · Christoph M. Michel, Micah M. Murray · NeuroImage · 740

Using penalized contrasts for the change-point problem

2005 · Marc Lavielle · Signal Processing · 654

EEG Signal Analysis: A Survey

2008 · D. Puthankattil Subha, Paul K. Joseph, et al. · Journal of Medical Systems · 630

Characterization of an adaptive filter for the analysis of variable latency neuroelectric signals

1967 · Charles D. Woody · Medical & Biological Engineering & Computing · 613

Recipes for the linear analysis of EEG

2005 · Lucas C. Parra, Clay D. Spence, et al. · NeuroImage · 569

Classifying depression patients and normal subjects using machine learning techniques and nonlinear features from EEG signal

2012 · Behshad Hosseinifard, Mohammad Hassan Moradi, et al. · Computer Methods and Programs in Biomedicine · 559

Methods of EEG Signal Features Extraction Using Linear Analysis in Frequency and Time-Frequency Domains

2014 · Amjed S. Al-Fahoum, Ausilah A. Al-Fraihat · ISRN Neuroscience · 544

A review on transfer learning in EEG signal analysis

2020 · Zitong Wan, Rui Yang, et al. · Neurocomputing · 470

Methods of Analysis of Brain Electrical and Magnetic Signals

1987 · A. Gevins, A Rémond · Medical Entomology and Zoology · 449

Time Frequency and Wavelets in Biomedical Signal Processing

1997 · Metin Akay · Institute of Electrical and Electronics Engineers eBooks · 389

Sleep Stage Classification Using EEG Signal Analysis: A Comprehensive Survey and New Investigation

2016 · Khald Aboalayon, Miad Faezipour, et al. · Entropy · 385

Effects of Clonidine on Narcotic Requirements and Hemodynamic Response during Induction of Fentanyl Anesthesia and Endotracheal Intubation

1986 · M. Ghignone, L Quintin, et al. · Anesthesiology · 334

Comparison of STFT and wavelet transform methods in determining epileptic seizure activity in EEG signals for real-time application

2004 · M.Kemal Kıymık, İnan Güler, et al. · Computers in Biology and Medicine · 314

Automated epileptic seizure detection using improved correlation-based feature selection with random forest classifier

2017 · Md Mursalin, Yuan Zhang, et al. · Neurocomputing · 311

Analysis of Sparse Representation and Blind Source Separation

2004 · Yuanqing Li, Andrzej Cichocki, et al. · Neural Computation · 309

EEG seizure detection and prediction algorithms: a survey

2014 · Turkey N Alotaiby, Saleh A Alshebeili, et al. · EURASIP Journal on Advances in Signal Processing · 293

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EEG signal analysis for the assessment and quantification of driver’s fatigue

2010 · Sibsambhu Kar, Mayank Bhagat, et al. · Transportation Research Part F Traffic Psychology and Behaviour · 292

Wearable, Wireless EEG Solutions in Daily Life Applications: What are we Missing?

2014 · Vojkan Mihajlovic, Bernard Grundlehner, et al. · IEEE Journal of Biomedical and Health Informatics · 290

A review of parametric modelling techniques for EEG analysis

1996 · J. Pardey, S. Roberts, et al. · Medical Engineering & Physics · 286

Multivariate analysis of event-related potential data: A tutorial review

1978 · Emanuel Donchin · Medical Entomology and Zoology · 283

A Review on Mental Stress Assessment Methods Using EEG Signals

2021 · Rateb Katmah, Fares Al-Shargie, et al. · Sensors · 277

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Works count: 4,931

Citation count: 51,390