M. Murugappan

A deep learning approach for Parkinson’s disease diagnosis from EEG signals

Shu Lih Oh, Yuki Hagiwara, U. Raghavendra et al. · Neural Computing and Applications · 2018 · 621 citations

Computing, Biomedical Engineering, Neuroscience +17

Classification of human emotion from EEG using discrete wavelet transform

M. Murugappan, Nagarajan Ramachandran, Yaacob Sazali · Journal of Biomedical Science and Engineering · 2010 · 436 citations · Full text

Engineering, Biomedical Engineering, Electrical Engineering +17

Development of a Real-Time Emotion Recognition System Using Facial Expressions and EEG based on machine learning and deep neural network methods

Aya Hassouneh, A. M. Mutawa, M. Murugappan · Informatics in Medicine Unlocked · 2020 · 272 citations · Full text

Computing, Computer Science, Neuroscience +17

Brain functional connectivity patterns for emotional state classification in Parkinson’s disease patients without dementia

Rajamanickam Yuvaraj, M. Murugappan, U. Rajendra Acharya et al. · Behavioural Brain Research · 2015 · 175 citations

Life Sciences, Neurology, Neuroscience +16

EEG feature extraction for classifying emotions using FCM and FKM

M. Murugappan, M. Rizon, R. Nagarajan et al. · WSEAS international conference on Applied Computer and Applied Computational Science · 2008 · 139 citations

Engineering, Bioengineering, Biomedical Engineering +17