相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Recent advances in deep learning
Xizhao Wang et al.
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS (2020)
A novel EEG-complexity-based feature and its application on the epileptic seizure detection
Shu-Ling Zhang et al.
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS (2019)
Mean amplitude spectrum based epileptic state classification for seizure prediction using convolutional neural networks
Wenbin Hu et al.
Journal of Ambient Intelligence and Humanized Computing (2019)
Methods for classifying depression in single channel EEG using linear and nonlinear signal analysis
Maie Bachmann et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2018)
Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer's Disease and Mild Cognitive Impairment
Saul J. Ruiz-Gomez et al.
ENTROPY (2018)
Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces
Yu Zhang et al.
EXPERT SYSTEMS WITH APPLICATIONS (2018)
VLSI Design of SVM-Based Seizure Detection System With On-Chip Learning Capability
Lichen Feng et al.
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS (2018)
Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals
U. Rajendra Acharya et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2018)
Noise Robustness Analysis of Performance for EEG-Based Driver Fatigue Detection Using Different Entropy Feature Sets
Jianfeng Hu et al.
ENTROPY (2017)
Automatic Epileptic Seizure Detection in EEG Signals Using Multi-Domain Feature Extraction and Nonlinear Analysis
Lina Wang et al.
ENTROPY (2017)
Early Seizure Detection by Applying Frequency-Based Algorithm Derived from the Principal Component Analysis
Jiseon Lee et al.
FRONTIERS IN NEUROINFORMATICS (2017)
Electroencephalographic and biochemical long-lasting abnormalities in animal model of febrile seizure
Haitham S. Mohammed et al.
BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR BASIS OF DISEASE (2017)
Local pattern transformation based feature extraction techniques for classification of epileptic EEG signals
Abeg Kumar Jaiswal et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2017)
Influence of Linear Features in Nonlinear Electroencephalography (EEG) Signals
P. Bhuvaneswari et al.
GRAPH ALGORITHMS, HIGH PERFORMANCE IMPLEMENTATIONS AND ITS APPLICATIONS (ICGHIA 2014) (2015)
Animal models of epilepsy: use and limitations
Ludmyla Kandratavicius et al.
NEUROPSYCHIATRIC DISEASE AND TREATMENT (2014)
Automatic Seizure Detection in Rats Using Laplacian EEG and Verification with Human Seizure Signals
Amal Feltane et al.
ANNALS OF BIOMEDICAL ENGINEERING (2013)
Classifying depression patients and normal subjects using machine learning techniques and nonlinear features from EEG signal
Behshad Hosseinifard et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2013)
Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing
Pieter Buteneers et al.
ARTIFICIAL INTELLIGENCE IN MEDICINE (2011)
Classification of electroencephalogram signals with combined time and frequency features
Zafer Iscan et al.
EXPERT SYSTEMS WITH APPLICATIONS (2011)
EEG signals classification using the K-means clustering and a multilayer perceptron neural network model
Umut Orhan et al.
EXPERT SYSTEMS WITH APPLICATIONS (2011)
Comparison of fractal dimension estimation algorithms for epileptic seizure onset detection
G. E. Polychronaki et al.
JOURNAL OF NEURAL ENGINEERING (2010)
Classification of biological signals using linear and nonlinear features
T. Balli et al.
PHYSIOLOGICAL MEASUREMENT (2010)
CONTROL OF SYNCHRONIZATION OF BRAIN DYNAMICS LEADS TO CONTROL OF EPILEPTIC SEIZURES IN RODENTS
Levi B. Good et al.
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2009)
AUTOMATIC IDENTIFICATION OF EPILEPTIC EEG SIGNALS USING NONLINEAR PARAMETERS
U. Rajendra Acharya et al.
JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY (2009)
THE NONLINEAR AND NONSTATIONARY PROPERTIES IN EEG SIGNALS: PROBING THE COMPLEX FLUCTUATIONS BY HILBERT-HUANG TRANSFORM
Men-Tzung Lo et al.
ADVANCES IN DATA SCIENCE AND ADAPTIVE ANALYSIS (2009)
Seizure recognition on Epilepsy Feature Tensor
Evrim Acar et al.
2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16 (2007)
Epileptic seizure detection:: A nonlinear viewpoint
N Päivinen et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2005)
EEG in the diagnosis, classification, and management of patients with epilepsy
SJM Smith
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY (2005)
Epileptic seizures and epilepsy: Definitions proposed by the International League against Epilepsy (ILAE) and the International Bureau for Epilepsy (IBE)
RS Fisher et al.
EPILEPSIA (2005)
Comparison of linear, nonlinear, and feature selection methods for EEG signal classification
D Garrett et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2003)