IEEE - Institute of Electrical and Electronics Engineers, Inc. - DNN Engine: A 28-nm Timing-Error Tolerant Sparse Deep Neural Network Processor for IoT Applications

Author(s): Paul N. Whatmough ; Sae Kyu Lee ; David Brooks ; Gu-Yeon Wei
Sponsor(s): IEEE Solid-State Circuits Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2018
Volume: 53
Page(s): 2,722 - 2,731
ISSN (Electronic): 1558-173X
ISSN (Paper): 0018-9200
DOI: 10.1109/JSSC.2018.2841824
Regular:

This paper presents a 28-nm system-on-chip (SoC) for Internet of things (IoT) applications with a programmable accelerator design that implements a powerful fully connected deep neural network... View More

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