Special Topics in VLSI

At first, we study the electrical characteristics and related neuro-dynamics, modelling, and CMOS circuit implementation methods for a single neuron. And then, we extend from single to neural network such as spike neural network (SNN). This course also introduces how to apply SNN architecture to semiconductor devices and circuits with specific case studies.