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Empowering Reconfigurable Platforms for Massively Parallel Applications
Title
Empowering Reconfigurable Platforms for Massively Parallel Applications
Author
Purkayastha, Arnab A
Date Created
2021
Subjects--Topical
Electrical engineering, Computer science, Computer engineering
Description
The availability of OpenCL for FPGAs along with High-Level Synthesis tools have made them an attractive platform for implementing compute-intensive massively parallel applications. FPGAs with their customizable data-path, deep pipelining abilities...
Efficient and Scalable Highway Asset Detection
Title
Efficient and Scalable Highway Asset Detection
Author
Bhojwani, Ekta
Date Created
2021
Subjects--Topical
Computer science, Computer engineering, Artificial intelligence
Description
The roads and highways are a valuable asset for the state department of transportation. It takes massive investment and a huge amount of time to maintain the road assets condition. Therefore, it becomes important to automate the maintenance proces...
An Integrative Algorithm/Architecture Co-Design Of Deep Spatial and Temporal Separable Convolutional Neural Networks
Title
An Integrative Algorithm/Architecture Co-Design Of Deep Spatial and Temporal Separable Convolutional Neural Networks
Author
Baharani, Mohammadreza
Date Created
2021
Subjects--Topical
Computer engineering
Description
In this dissertation, I present my researches on the co-design of algorithms and architectures for deep spatial and temporal separable convolutional neural networks and their applications. As a first step, I will present Deep RACE as an applicatio...