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Section: Publications & Resources
This thesis is about using statistical methods for performance and power estimation which would allow us to develop better scheduling algorithms and also more energy efficient systems.
Section: Publications & Resources
The increasing demand for wireless connectivity and the scarcity of spectrum for exclusive use have popularized the idea of multiple communication systems to share spectrum.
Section: Publications & Resources
Non-invasive side-channel attacks (SCA) are powerful attacks which can be used to obtain the secret key in a cryptographic circuit in feasible time without the need for expensive measurement equipment. Power analysis attacks (PAA) are a type of SCA that exploit the correlation between the leaked power consumption information and processed/stored data. Differential power analysis (DPA) and leakage power analysis (LPA) attacks are two types of PAA that exploit different characteristics of the side-channel leakage profile.
Section: Publications & Resources
Advisor: Caylor, Kelly K.
Smallholder farms dominate in many parts of the world, including Sub-Saharan Africa. These systems are characterized by small, heterogeneous, and often indistinct field patterns, requiring a specialized methodology to map agricultural landcover. In this thesis, they developed a benchmark labeled data set of high-resolution satellite imagery of agricultural fields in South Africa.
Section: Publications & Resources
How can we use modern signal processing and artificial intelligence to enhance medical devices such as hearing aids? A new startup called Mythic in a Redwood City, California, is trying to revive analog computing for artificial intelligence.
Section: Publications & Resources
Georgia Tech professor David Citrin is revealing the secrets of 17th century artists thanks to 21st century signal processing.
Section: Publications & Resources
This book is a comprehensive guide to the theory and practice of signal enhancement and array signal processing, including Matlab codes, exercises, and instructor and solution manuals. Written as a course textbook for senior undergraduate and graduate students, it contains a total of 11 chapters, which cover single-channel signal enhancement and multichannel signal enhancement in the time and frequency domains.
Section: Publications & Resources
In the past decade, there has been a transformative and permanent revolution in computer vision cultivated by the reinvigorated adoption of deep learning for visual understanding tasks.
Section: Publications & Resources
Neural networks are a set of biologically inspired algorithms that can be used to recognize patterns. Deep neural networks (DNNs) are neural networks that have much more layers in depth than traditional neural networks.
Section: Publications & Resources
Spy satellites and their commercial cousins orbit Earth like a swarm of space paparazzi, capturing tens of terabytes of images every day. The deluge of satellite imagery leaves U.S. intelligence agencies with the world’s biggest case of FOMO—“fear of missing out”—because human analysts can sift through only so many images to spot a new nuclear enrichment facility or missiles being trucked to different locations.
