SCS Recruiting Seminar: Sara Achour

Event Details
  • Date/Time:
    • Tuesday April 21, 2020
      11:00 am - 12:00 pm
  • Location: BlueJeans
  • Phone:
  • URL:
  • Email:
  • Fee(s):
    N/A
  • Extras:
Contact

Tess Malone, Communications Officer

tess.malone@cc.gatech.edu

Summaries

Summary Sentence: New Compilation Techniques for Reconfigurable Analog Devices

Full Summary: No summary paragraph submitted.

Media
  • Sarah Achour Sarah Achour
    (image/png)

TITLE: New Compilation Techniques for Reconfigurable Analog Devices

ABSTRACT:

Reconfigurable analog devices are a powerful new computing substrate especially appropriate for executing dynamical systems in an energy efficient manner. These devices leverage the physical behavior of transistors to directly implement computation. Under this paradigm, voltages and currents within the device implement continuously evolving variables in the computation.

In this talk, I discuss compilation techniques for automatically configuring such devices to execute dynamical systems. I present Legno, the first compilation system that automatically targets a real reconfigurable analog device of this class. Legno synthesizes analog circuits from parametric and specialized analog blocks and accounts for analog noise, quantization error, operating range limitations, and manufacturing variations within the device. I evaluate Legno on applications from the biology, physics, and controls domains. The results demonstrate that these applications execute with acceptable error while consuming microjoules of energy.

BIO:

Sara Achour is a Ph.D. candidate at the Computer Science and Artificial Intelligence Laboratory at Massachusetts Institute of Technology (CSAIL MIT) and a NSF Fellowship recipient. Her research focuses on new techniques and tools, specifically new programming languages, compilers, and runtime systems that enable end users to easily develop computations that exploit the potential of emerging nontraditional computing platforms.


 

Additional Information

In Campus Calendar
No
Groups

College of Computing, School of Computer Science

Invited Audience
Faculty/Staff, Postdoc, Public, Graduate students, Undergraduate students
Categories
Seminar/Lecture/Colloquium
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Status
  • Created By: Tess Malone
  • Workflow Status: Published
  • Created On: Apr 1, 2020 - 5:56pm
  • Last Updated: Apr 1, 2020 - 5:57pm