Mathematics 690STG - Real&Artificial Neural Network

The course covers a varieties of biological neuronal network and artificial neural network topics. We will begin with an introduction to mathematical neuroscience, covering mathematical models for single neurons and neuronal networks. We then delve into how artificial neural networks draw inspiration from biological counterparts. Selected topics include the anatomy and function of the primary visual cortex (V1) and its connection to convolutional neural networks (CNNs), as well as machine learning with spiking neural networks (SNNs).

STATISTC 315 and MATH 331