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Shrinking Artificial Intelligence: Energy concerns push AI optimizations to the edge.

The article examines the energy consumption of artificial intelligence technology with a focus on the relationship between deep neural networks and Moore's Law. Energy consumption and latency of logic circuits are compared with that of memory transfers within an edge computing context along with oth...

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Published in:Communications of the ACM Vol. 65; no. 1; pp. 12 - 15
Main Author: Edwards, Chris
Format: Article
Published: Association for Computing Machinery Jan2022
Subjects:
Artificial intelligence
Energy consumption
Moore's law
Artificial neural networks
Data compression
Online Access:View this record in EBSCOhost