IAS / School of Science Joint Lecture - Use of Large Animal Models to Investigate Brain Diseases
Abstract
Genetically modified animal models have been extensively used to investigate the pathogenesis of age-dependent neurodegenerative diseases, such as Alzheimer (AD), Parkinson (PD), Huntington (HD) diseases, and Amyotrophic Lateral Sclerosis (ALS). The common feature of these diseases…
Seminar on Data Science and Machine Learning - How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?
A recent breakthrough in deep learning theory shows that the training of over-parameterized deep neural networks (DNNs) can be characterized by the neural tangent kernel (NTK).