Electrical & Computer Engin 676 - Neuromorph Engineering
Fall
2025
01
3.00
Qiangfei Xia
TU TH 1:00PM 2:15PM
UMass Amherst
69489
Engin Lab II (Feinberg) Rm 115
qxia@umass.edu
69488
Introduction to fundamental biological neuron models, algorithms and techniques for learning spatiotemporal patterns, and software frameworks for implementing spike-based computation. Understanding of the hardware foundation for bio-inspired computation from transistors and emerging devices to neuromorphic circuits and systems. Investigation of low-power, low-latency applications of neuromorphic engineering in machine vision, robotics, autonomous vehicles, etc.
E&C-ENG 310 and 344 Prerequisites: E&C-ENG 310 and E&C-ENG 344 or equivalents.