Classification of EEG Signals Using Hilbert-Huang Transform-
Epilepsy detection with Hilbert-Huang transform and convolutional neural network.
I'm an electircal engineer. I study in a state university in Turkey as graduate student. I am specialized in but not limited to: - Pre-processing signals for machine learning algorithm - Features extraction for machine learning algorithm - Classification with k nearest neighbor (kNN) - Classification, regression, modeling and prediction with Artificial neural network (ANN) - Classification, regression, modeling and prediction with Support vector machines (SVM) - Image/signal transformation and representation for deep learn. ing algorithms - Image to label classification with CNN - Image to image regression with CNN - Object detection with R-CNN, fast R-CNN, faster R-CNN and YOLO - Image denoising with DnCNN - Image generation with GAN and VAE and etc. - Time series prediction with LSTM - Sequence to label classification with LSTM - Sequence to sequence classification with LSTM