Deep extreme learning machine with knowledge augmentation for EEG seizure signal recognition

Epileptic Patient Activity Recognition System Using Extreme Learning Machine Method

(2023) Ummara Ayman et al.   Biomedicines

Deep stacked support matrix machine based representation learning for motor imagery EEG classification

(2020) Wenlong Hang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Ballistocardiogram Artifact Reduction in Simultaneous EEG-fMRI Using Deep Learning

(2020) James R. McIntosh et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Limb Position Tolerant Pattern Recognition for Myoelectric Prosthesis Control with Adaptive Sparse Representations From Extreme Learning

(2018) Joseph L. Betthauser et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Epileptic Seizure Detection in Long-Term EEG Recordings by Using Wavelet-Based Directed Transfer Function

(2018) Dong Wang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Fuzzy Feature Extraction for Multichannel EEG Classification

(2018) Pei-Yuan Zhou et al.   IEEE Transactions on Cognitive and Developmental Systems

Focal onset seizure prediction using convolutional networks

(2017) Haidar Khan et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Multivariate Approach for Patient-Specific EEG Seizure Detection Using Empirical Wavelet Transform

(2017) Abhijit Bhattacharyya et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Hierarchical Fused Fuzzy Deep Neural Network for Data Classification

(2017) Yue Deng et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Deep Additive Least Squares Support Vector Machines for Classification With Model Transfer

(2017) Guanjin Wang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

(2017) U. Rajendra Acharya et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

(2016) Jun Xu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Extreme Learning Machine for Multilayer Perceptron

(2016) Jiexiong Tang et al.   IEEE Transactions on Neural Networks and Learning Systems

Learning deep representations via extreme learning machines

(2015) Wenchao Yu et al.   NEUROCOMPUTING

Extreme Learning Machines [Trends & Controversies]

(2014) Erik Cambria et al.   IEEE INTELLIGENT SYSTEMS

Epileptic seizure detection using DWT based fuzzy approximate entropy and support vector machine

(2014) Yatindra Kumar et al.   NEUROCOMPUTING

Deep learning for neuroimaging: a validation study

(2014) Sergey M. Plis et al.   Frontiers in Neuroscience

Automatic recognition of epileptic EEG patterns via Extreme Learning Machine and multiresolution feature extraction

(2013) Yuedong Song et al.   EXPERT SYSTEMS WITH APPLICATIONS

Epileptic EEG classification based on extreme learning machine and nonlinear features

(2011) Qi Yuan et al.   EPILEPSY RESEARCH

Detection of epileptic electroencephalogram based on Permutation Entropy and Support Vector Machines

(2011) Nicoletta Nicolaou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Functional community analysis of brain: A new approach for EEG-based investigation of the brain pathology

(2011) Mehran Ahmadlou et al.   NEUROIMAGE

Extreme learning machines: a survey

(2011) Guang-Bin Huang et al.   International Journal of Machine Learning and Cybernetics

Introduction to the special issue on Theories and Methodologies for mechatronics design

(2010) V.C. Moulianitis et al.   MECHATRONICS

Entropies based detection of epileptic seizures with artificial neural network classifiers

(2009) S. Pravin Kumar et al.   EXPERT SYSTEMS WITH APPLICATIONS