Artificial intelligence meets large-scale sensing: Using Large-Area Electronics (LAE) to enable intelligent spaces

M. Ozatay, L. Aygun, H. Jia, P. Kumar, Y. Mehlman, C. Wu, S. Wagner, James Christopher Sturm, Naveen Verma

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Abstract

The tremendous value artificial intelligence (AI) is showing across a broad range of applications is driving it from cyber-systems to systems pervading every aspect of our lives. But real-world data challenges the efficiency and robustness with which AI systems of today can perform, due to the highly dynamic and noisy scenarios they face. While algorithmic solutions are required, this paper also explores technological solutions based on large-scale sensing. Specifically, Large-Area Electronics (LAE) is a technology that can make large-scale, form-fitting sensors possible for broad deployment in our lives. System-design principles, architectural approaches, supporting circuits, and underlying technological concerns surrounding LAE and its use in emerging systems for intelligent sensing are explored.

Original languageEnglish (US)
Title of host publication2018 IEEE Custom Integrated Circuits Conference, CICC 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1-8
Number of pages8
ISBN (Electronic)9781538624838
DOIs
StatePublished - May 9 2018
Event2018 IEEE Custom Integrated Circuits Conference, CICC 2018 - San Diego, United States
Duration: Apr 8 2018Apr 11 2018

Publication series

Name2018 IEEE Custom Integrated Circuits Conference, CICC 2018

Other

Other2018 IEEE Custom Integrated Circuits Conference, CICC 2018
CountryUnited States
CitySan Diego
Period4/8/184/11/18

All Science Journal Classification (ASJC) codes

  • Hardware and Architecture
  • Electronic, Optical and Magnetic Materials
  • Electrical and Electronic Engineering

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    Ozatay, M., Aygun, L., Jia, H., Kumar, P., Mehlman, Y., Wu, C., Wagner, S., Sturm, J. C., & Verma, N. (2018). Artificial intelligence meets large-scale sensing: Using Large-Area Electronics (LAE) to enable intelligent spaces. In 2018 IEEE Custom Integrated Circuits Conference, CICC 2018 (pp. 1-8). (2018 IEEE Custom Integrated Circuits Conference, CICC 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CICC.2018.8357031