Ali KavoosiNovelty Detection (physiologic time series signals) Using Encoder-Decoder NetworksNon-invasive methods of recording electrophysiologic activities offers a unique opportunity with minimal damage to tissue to be able to…Feb 13, 20221Feb 13, 20221
Ali KavoosiConditional Generative Adversarial Network (cGAN) for Generating Normal and Abnormal LFP/EEGIn my last article I showed how we can train 2 different GANs on normal and abnormal LFP signals, and it was evident from the results…Dec 31, 2021Dec 31, 2021
Ali KavoosiGenerative Adversarial Network (GAN) for Creating Synthetic EEG/LFP Both Normal and AbnormalThere are different health conditions and diseases that might cause abnormal EEG waveforms, these could range from Epilepsy to Parkinson’s…Dec 30, 2021Dec 30, 2021
Ali KavoosiProving for yourself, through Deep Learning, that you dream in REM!When you sleep you go through different phases each having different physiological features. these can vary from the way your eyes behave…Dec 26, 2021Dec 26, 2021