Search results
-
-
Title
-
Algorithmic Optimization of First Convolution Layer in CNNs for Hardware Accelerator Design
-
Author
-
Chamarthi, Ramachandra Vikas
-
Date Created
-
2019
-
Subjects--Topical
-
Electrical engineering, Computer engineering
-
Description
-
This thesis proposes "1D Convolution replacement layer ", a novel optimization for first convolution layer in CNN. This optimization enables edge friendly streaming accelerator design with a minimum drop in accuracy. This optimization reduces the ...
-
-
Title
-
Distributed Messaging System for the IoT Edge
-
Author
-
George, Anjus
-
Date Created
-
2020
-
Subjects--Topical
-
Electrical engineering, Computer science, Computer engineering
-
Description
-
Recent advances in Deep Learning have made possible distributed multi-camera IoT vision analytics targeted at a variety of surveillance applications involving automated real-time analysis of events from multiple video perspectives. However, the la...