no code implementations • 2 Sep 2022 • Elizabeth Coda, Brad Clymer, Chance DeSmet, Yijing Watkins, Michael Girard
A wide variety of adversarial attacks have been proposed and explored using image and audio data.
no code implementations • 31 Mar 2022 • Matthew Setzler, Elizabeth Coda, Jeremiah Rounds, Michael Vann, Michael Girard
Due to the Internet of Things (IoT) proliferation, Radio Frequency (RF) channels are increasingly congested with new kinds of devices, which carry unique and diverse communication needs.
no code implementations • 21 Sep 2021 • Brian Shevitski, Yijing Watkins, Nicole Man, Michael Girard
Currently there is great interest in the utility of deep neural networks (DNNs) for the physical layer of radio frequency (RF) communications.
1 code implementation • 26 May 2021 • Gihan Panapitiya, Michael Girard, Aaron Hollas, Vijay Murugesan, Wei Wang, Emily Saldanha
Determining the aqueous solubility of molecules is a vital step in many pharmaceutical, environmental, and energy storage applications.