Support vector machine and simple recurrent network based automatic sleep stage classification of fuzzy kernel

A novel method of motor imagery classification using eeg signal

(2020) Venkatachalam K. et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Rough fuzzy region based bounded support fuzzy C-means clustering for brain MR image segmentation

(2020) A. Srinivasan et al.   Journal of Ambient Intelligence and Humanized Computing

Automatic detection and classification of EEG artifacts using fuzzy kernel SVM and wavelet ICA (WICA)

(2020) K. Yasoda et al.   SOFT COMPUTING

Ensemble SVM Method for Automatic Sleep Stage Classification

(2018) Emina Alickovic et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Applications of Deep Learning and Reinforcement Learning to Biological Data

(2018) Mufti Mahmud et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust sleep stage classification with single-channel EEG signals using multimodal decomposition and HMM-based refinement

(2018) Dihong JIANG et al.   EXPERT SYSTEMS WITH APPLICATIONS

A decision support system for automatic sleep staging from EEG signals using tunable Q-factor wavelet transform and spectral features

(2016) Ahnaf Rashik Hassan et al.   JOURNAL OF NEUROSCIENCE METHODS

Automatic sleep stage recurrent neural classifier using energy features of EEG signals

(2012) Yu-Liang Hsu et al.   NEUROCOMPUTING

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Self-evaluated automatic classifier as a decision-support tool for sleep/wake staging

(2011) S. Charbonnier et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Entropy and complexity measures for EEG signal classification of schizophrenic and control participants

(2009) Malihe Sabeti et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE