Browsing Engineering (Faculty of) by Subject "spiking neural networks"
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Driving Scene Understanding using Spiking Neural Networks
(University of Waterloo, 2022-01-24)One of the applications of AI lies in developing intelligent systems for safe on-road driving, other than building and perfecting self-driving vehicles, and many others. Driving Scene Understanding (DSU) is one such area ... -
Spiking Deep Neural Networks: Engineered and Biological Approaches to Object Recognition
(University of Waterloo, 2018-01-08)Modern machine learning models are beginning to rival human performance on some realistic object recognition tasks, but we still lack a full understanding of how the human brain solves this same problem. This thesis combines ...