COMBINATION OF HETEROGENEOUS EEG FEATURE EXTRACTION METHODS AND STACKED SEQUENTIAL LEARNING FOR SLEEP STAGE CLASSIFICATION

Wavelet Coherence Model for Diagnosis of Alzheimer Disease

(2012) Ziad Sankari et al.   CLINICAL EEG AND NEUROSCIENCE

A NEW PARAMETRIC FEATURE DESCRIPTOR FOR THE CLASSIFICATION OF EPILEPTIC AND CONTROL EEG RECORDS IN PEDIATRIC POPULATION

(2012) MERCEDES CABRERIZO et al.   International Journal of Neural Systems

ARTIFICIAL NEURAL NETWORK BASED APPROACH TO EEG SIGNAL SIMULATION

(2012) NIKOLA M. TOMASEVIC et al.   International Journal of Neural Systems

APPLICATION OF NON-LINEAR AND WAVELET BASED FEATURES FOR THE AUTOMATED IDENTIFICATION OF EPILEPTIC EEG SIGNALS

(2012) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

Fuzzy Synchronization Likelihood-wavelet methodology for diagnosis of autism spectrum disorder

(2012) Mehran Ahmadlou et al.   JOURNAL OF NEUROSCIENCE METHODS

Extreme Learning Machine for Regression and Multiclass Classification

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

RANKING-BASED KERNELS IN APPLIED BIOMEDICAL DIAGNOSTICS USING A SUPPORT VECTOR MACHINE

(2011) VILEN JUMUTC et al.   International Journal of Neural Systems

DETECTION OF NONLINEAR INTERACTIONS OF EEG ALPHA WAVES IN THE BRAIN BY A NEW COHERENCE MEASURE AND ITS APPLICATION TO EPILEPSY AND ANTI-EPILEPTIC DRUG THERAPY

(2011) DAVID SHERMAN et al.   International Journal of Neural Systems

APPLICATION OF RECURRENCE QUANTIFICATION ANALYSIS FOR THE AUTOMATED IDENTIFICATION OF EPILEPTIC EEG SIGNALS

(2011) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

AUTOMATIC DETECTION OF EPILEPTIC EEG SIGNALS USING HIGHER ORDER CUMULANT FEATURES

(2011) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

Multi-scale stacked sequential learning

(2011) Carlo Gatta et al.   PATTERN RECOGNITION

Intrahemispheric, interhemispheric, and distal EEG coherence in Alzheimer’s disease

(2010) Ziad Sankari et al.   CLINICAL NEUROPHYSIOLOGY

Genetic fuzzy classifier for sleep stage identification

(2010) Han G. Jo et al.   COMPUTERS IN BIOLOGY AND MEDICINE

PROTEIN SUBCELLULAR MULTI-LOCALIZATION PREDICTION USING A MIN-MAX MODULAR SUPPORT VECTOR MACHINE

(2010) YANG YANG et al.   International Journal of Neural Systems

AUTOMATIC IDENTIFICATION OF EPILEPTIC AND BACKGROUND EEG SIGNALS USING FREQUENCY DOMAIN PARAMETERS

(2010) OLIVER FAUST et al.   International Journal of Neural Systems

ANALYSIS AND AUTOMATIC IDENTIFICATION OF SLEEP STAGES USING HIGHER ORDER SPECTRA

(2010) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

VARIABLE SELECTION IN NONLINEAR MODELING BASED ON RBF NETWORKS AND EVOLUTIONARY COMPUTATION

(2010) PANAGIOTIS PATRINOS et al.   International Journal of Neural Systems

Classification of Sleep Stages Using Multi-wavelet Time Frequency Entropy and LDA

(2010) L. Fraiwan et al.   METHODS OF INFORMATION IN MEDICINE

Investigation of an Automatic Sleep Stage Classification by Means of Multiscorer Hypnogram

(2010) V. C. Figueroa Helland et al.   METHODS OF INFORMATION IN MEDICINE

Normalized Mutual Information Feature Selection

(2009) P.A. Estevez et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Influence of phosphatidylserine on cognitive performance and cortical activity after induced stress

(2008) J. Baumeister et al.   NUTRITIONAL NEUROSCIENCE