RETRACTED ARTICLE: Analysis of complex cognitive task and pattern recognition using distributed patterns of EEG signals with cognitive functions

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

Behshad Hosseinifard, Mohammad Hassan Moradi, Reza Rostami · Computer Methods and Programs in Biomedicine · 2012 · 539 citations

Normal Subjects, Engineering, Psychiatry +15

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

Khald A. I. Aboalayon, Miad Faezipour, Wafaa S. Almuhammadi et al. · Entropy · 2016 · 350 citations · Full text

Sleep Disorders, Feature Extraction, Manual Sleep Stage +23

Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques

Hafeez Ullah Amin, Aamir Saeed Malik, Rana Fayyaz Ahmad et al. · Australasian Physical & Engineering Sciences in Medicine · 2015 · 336 citations

Engineering, Pattern Recognition, Machine Learning Techniques +9

Deep Convolutional Neural Networks for mental load classification based on EEG data

Zhicheng Jiao, Xinbo Gao, Ying Wang et al. · Pattern Recognition · 2017 · 233 citations

Cognitive Science, Neuroinformatics, Eeg Signal Processing +10

Classification of focal and non focal EEG using entropies

N. Arunkumar, K. Ramkumar, V. Venkatraman et al. · Pattern Recognition Letters · 2017 · 207 citations

Neurophysiology, Medicine, Eeg Signal Processing +9