Index Catalog // Arch : Northwestern University Institutional Repository

Description:: While the entire silicon industry has been blooming under Moore’s Law for decades, conventional digital implementation is approaching the “stall” of Moore’s Law due to many physical design limitations. Technology innovation now is going to take a different direction. Given the increasing demand for emerging applications' computational capacity, it is...
Keyword:: computer architecture, mixed-signal time-domain computing, analog computing, machine learning , compute in memory (CIM), and image processing
Subject:: Electrical engineering, Computer engineering, and Engineering
Creator:: Chen, Zhengyu
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 02/01/2021
Date Created:: 2020-01-01
Resource Type:: Dissertation
Alternate Identifier:: http://dissertations.umi.com/northwestern:15414 and etdadmin_upload_780953

Description:: In recent years, machine learning on graphs (or networks) has gone from a niche topic with only a few active researchers worldwide, to a heavily invested field with novel use cases for dealing with relationships and/or interactions within complex systems in the natural and social sciences. Traditionally, choosing the right...
Keyword:: cognitive science, graph neural networks, machine learning, neuroimaging, image processing, and artificial intelligence
Subject:: Artificial intelligence, Electrical engineering, and Computer science
Creator:: Azcona, Emanuel Aquiles
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 09/22/2022
Date Created:: 2022-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_922507 and http://dissertations.umi.com/northwestern:16184

Description:: In the late 2000’s, scientific studies in cultural heritage saw a great advancement in macro X-ray fluorescence (XRF) imaging of paintings. These images are used to generate elemental distribution maps, which aid in identifying chemical elements and paint pig- ments as well as their locations throughout the layers of the...
Keyword:: machine learning, x-ray fluorescence, and image processing
Subject:: Artificial intelligence, Materials Science, and Computer science
Creator:: Chopp, Henry Hayashi
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 08/23/2023
Date Created:: 2023-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_998414 and http://dissertations.umi.com/northwestern:16642

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