Classification of EEG signals using the wavelet transform

Comparison of Wavelet Transform and FFT Methods in the Analysis of EEG Signals

Journal of Medical Systems

Neural Networks with Periodogram and Autoregressive Spectral Analysis Methods in Detection of Epileptic Seizure

Journal of Medical Systems

Application of adaptive neuro-fuzzy inference system for epileptic seizure detection using wavelet feature extraction

Computers in Biology and Medicine

Features extracted by eigenvector methods for detecting variability of EEG signals

Pattern Recognition Letters

ECG beats classification using multiclass support vector machines with error correcting output codes

Digital Signal Processing

Analysis of EEG signals by combining eigenvector methods and multiclass support vector machines

Computers in Biology and Medicine

Wavelet/mixture of experts network structure for EEG signals classification

Expert Systems with Applications: An International Journal

Artificial immune recognition system with fuzzy resource allocation mechanism classifier, principal component analysis and FFT method based new hybrid automated identification system for classification of EEG signals

Expert Systems with Applications: An International Journal

Wavelet transform feature extraction from human PPG, ECG, and EEG signal responses to ELF PEMF exposures: A pilot study

Digital Signal Processing

Implementing eigenvector methods/probabilistic neural networks for analysis of EEG signals

Neural Networks

On the use of spiking neural network for EEG classification

International Journal of Knowledge-based and Intelligent Engineering Systems

Decision support systems for time-varying biomedical signals: EEG signals classification

Expert Systems with Applications: An International Journal

The ANN-based computing of drowsy level

Expert Systems with Applications: An International Journal

Analysis of EEG signals by implementing eigenvector methods/recurrent neural networks

Digital Signal Processing

Combined neural network model employing wavelet coefficients for EEG signals classification

Digital Signal Processing

Application of adaptive neuro-fuzzy inference system for vigilance level estimation by using wavelet-entropy feature extraction

Expert Systems with Applications: An International Journal

Analysis of spike-wave discharges in rats using discrete wavelet transform

Computers in Biology and Medicine

Automatic EEG signal classification for epilepsy diagnosis with Relevance Vector Machines

Expert Systems with Applications: An International Journal

Classification of EEG signals using relative wavelet energy and artificial neural networks

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation

Statistics over features: EEG signals analysis

Computers in Biology and Medicine

Classification of EEG Signals Using Sampling Techniques and Least Square Support Vector Machines

RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology

Least squares support vector machine employing model-based methods coefficients for analysis of EEG signals

Expert Systems with Applications: An International Journal

Lyapunov exponents/probabilistic neural networks for analysis of EEG signals

Expert Systems with Applications: An International Journal

Epileptic seizure detection using dynamic wavelet network

Expert Systems with Applications: An International Journal

Analysis of sleep EEG activity during hypopnoea episodes by least squares support vector machine employing AR coefficients

Expert Systems with Applications: An International Journal

Adaptive neuro-fuzzy inference system employing wavelet coefficients for detection of alterations in sleep EEG activity during hypopnoea episodes

Digital Signal Processing

Estimation of the instantaneous amplitude and the instantaneous frequency of audio signals using complex wavelets

Signal Processing

Short Communication: EEG signals classification using the K-means clustering and a multilayer perceptron neural network model

Expert Systems with Applications: An International Journal

Kernel machines for epilepsy diagnosis via EEG signal classification: A comparative study

Artificial Intelligence in Medicine

Clustering technique-based least square support vector machine for EEG signal classification

Computer Methods and Programs in Biomedicine

Time-frequency distributions in the classification of epilepsy from EEG signals

Expert Systems with Applications: An International Journal

A comparative study of wavelet families for EEG signal classification

Neurocomputing

A three phase approach for mental task classification using EEG

Proceedings of the International Conference on Advances in Computing, Communications and Informatics

A comprehensive survey of the feature extraction methods in the EEG research

ICA3PP'12 Proceedings of the 12th international conference on Algorithms and Architectures for Parallel Processing - Volume Part II

Estimating cognitive workload using wavelet entropy-based features during an arithmetic task

Computers in Biology and Medicine