ECE Colloquium Series – Professor Jan Rabaey
October 26 @ 3:30 pm - 5:00 pm
As part of the *Eleanore Hale Wilson Lecture Series, ECE is proud to present:
Human-Centric Computing—The Case for a Hyper-Dimensional Approach
Professor Jan Rabaey
University of California, Berkeley
Host: Professor Keshab Parhi
Some of the most compelling application domains of the IoT and Swarm concepts relate to how humans interact with the world around it and the cyberworld beyond. While the proliferation of communication and data processing devices has profoundly altered our interaction patterns, little has been changed in the way we process inputs (sensory) and outputs (actuation). The combination of IoT (Swarms) and wearable devices offers the potential for changing all of this, opening the door for true human augmentation.
Yet, making sense of the plethora of information received from the often noisy sensors and making reliable decisions within very tight latency bounds (<10 ms) typically demands huge computational workloads to be performed in wearable form factors at extreme energy efficiency. In this presentation, we will make the case why alternative non-Von Neumann computational paradigms and architectures may be the right choice for these cognitive processing tasks. Even more, we will focus on a computational model called Hyper-Dimensional Computing (HDC), and illustrate with concrete examples of why this approach may be the right one in a post-Moore data-driven arena.
Prof. Jan Rabaey is the founding director of the Berkeley Wireless Research Center and the Ubiquitous Swarm Lab. He is currently the chair of the EE Division of the EECS Department at UC Berkeley. He has been on the forefront of many groundbreaking innovations in low-energy design, and is currently exploring the interaction between information technology and neuroscience.
*Established in 2009, the Eleanore Hale Wilson Fund supports engineering field leaders for travel to Minnesota to share their expertise and discoveries with University of Minnesota graduate students, faculty, and alumni. The fund also supports the receptions held in honor of each speaker.