Thu, Mar 16, 2023
USC Viterbi School of Engineering, Viterbi School of Engineering Alumni
Conferences, Lectures, & Seminars
Speaker: Various, https://www.isi.edu/events/usc-ai-symposium/2023/ai-on-the-edge/schedule
Talk Title: USC AI Futures Symposium on AI on the Edge
Series: USC AI Futures Symposium Series
Abstract: Intelligent data processing in edge devices has become increasingly important with the rapid growth of ubiquitous sensors and their data generation rates. AI applications on the edge enable autonomous sensor steering, fast operations on smartphones, neuromorphic biodevices, and a vast array of Internet of Things (IoT) applications. For these kinds of applications, it is not possible or practical to convert all the analog data into digital and send to data centers to process in the cloud. There are many research challenges in terms of the design of algorithms and hardware required to support AI on the edge in terms of real-time processing at greater scale, storage capacity, and reduced energy consumption.
This symposium presents an overview of research innovations at the University of Southern California (USC) on AI on the Edge, from enabling hardware and algorithms to their co-design. Topics include AI and machine learning algorithms for edge devices and TinyML, bio-inspired and neuromorphic computing, new technologies and device materials beyond CMOS, and hardware-software co-design.
Host: Joshua Yang and Yolanda Gil
More Info: https://usc.zoom.us/webinar/register/WN_51GsYHBxT5uwd_RwBcG1Dw
Audiences: Everyone Is Invited
Contact: Sabrina Espinoza