Single-trial extraction of event-related potentials (ERPs) and classification of visual stimuli by ensemble use of discrete wavelet transform with Huffman coding and machine learning techniques - Amin, Hafeez Ullah; Ullah, Rafi; Reza, Mohammed Faruque; Malik, Aamir Saeed (Journal of neuroengineering and rehabilitation, 2023)
Keywords: Accuracy; Analysis; Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; Brain; Classification; Coefficients; Computer applications; Convulsions & seizures; Decomposition; Discrete Wavelet Transform; Discriminant analysis; EEG; Electroencephalography; Event-related potentials; Evoked potentials (Electrophysiology); Huffman codes; Huffman coding; Human-computer interface; Implants; Learning algorithms; Machine learning; Machine learning classifiers; Methods; Neural coding; Neural stimulation; Neurology; Neurosciences; Object recognition; Patient outcomes; Performance measurement; Principal components analysis; Rehabilitation Medicine; Signal processing; Signal quality; Signal to noise ratio; Single trials analysis (ERPs); Visual object detection; Visual signals; Visual stimuli; Visual tasks; Waveforms; Wavelet transforms; Czech Republic; Visual object detection; Discrete wavelet transform; Single trials analysis (ERPs); Huffman coding; Machine learning classifiers