Identification of epileptic seizures in EEG signals using time-scale decomposition (ITD), discrete wavelet transform (DWT), phase space reconstruction (PSR) and neural networks.
Wei ZengMengqing LiChengzhi YuanQinghui WangFenglin LiuYing WangPublished in: Artif. Intell. Rev. (2020)
Keyphrases
- discrete wavelet transform
- eeg signals
- neural network
- phase space reconstruction
- epileptic seizures
- dual tree discrete wavelet transform
- multiresolution
- multiresolution decomposition
- wavelet domain
- subband
- high frequency
- wavelet coefficients
- signal processing
- brain computer interface
- chaotic time series
- image fusion
- artificial neural networks
- brain activity
- multivariate time series
- low frequency
- jpeg compression
- pattern recognition
- dual tree complex wavelet transform
- denoising
- dual tree
- palmprint
- feature vectors
- lifting scheme
- image compression
- pattern classification
- scale invariant
- feature space
- computational complexity
- complex wavelet transform
- multiscale
- feature selection