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

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 highl...

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Bibliographic Details
Published in2018 IEEE Custom Integrated Circuits Conference (CICC) pp. 1 - 8
Main Authors Ozatay, M., Aygun, L., Jia, H., Kumar, P., Mehlman, Y., Wu, C., Wagner, S., Sturm, J. C., Verma, N.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.04.2018
Subjects
Artificial intelligence
flexible electronics
Internet of Things
large-area electronics
machine learning
Robustness
Sensor arrays
Silicon
Substrates
Thin film transistors
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Summary: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.
ISSN:2152-3630
DOI:10.1109/CICC.2018.8357031