DocumentCode
1885484
Title
A multimedia semantic analysis SoC (SASoC) with machine-learning engine
Author
Tse-Wei Chen ; Yi-Ling Chen ; Teng-Yuan Cheng ; Chi-Sun Tang ; Pei-Kuei Tsung ; Tzu-Der Chuang ; Liang-Gee Chen ; Shao-Yi Chien
Author_Institution
Nat. Taiwan Univ., Taipei, Taiwan
fYear
2010
fDate
7-11 Feb. 2010
Firstpage
338
Lastpage
339
Abstract
A 671G0PS/W Semantic Analysis SoC (SASoC) is implemented in 90 nm CMOS technology. Two stream processing systems are integrated with a power-aware frequency scaling technique to simultaneously accelerate video processing and machine-learning algorithms. The input data rate reaches 76.8 Gpixel/s for video processing and 51.2 Gdimension/s for machine-learning algorithms.
Keywords
CMOS integrated circuits; learning (artificial intelligence); system-on-chip; video signal processing; CMOS technology; machine learning engine; multimedia semantic analysis SoC; power aware frequency scaling technique; stream processing systems; video processing; Clocks; Energy consumption; Engines; Face detection; Feature extraction; Frequency; Image analysis; Image retrieval; Pipelines; Streaming media;
fLanguage
English
Publisher
ieee
Conference_Titel
Solid-State Circuits Conference Digest of Technical Papers (ISSCC), 2010 IEEE International
Conference_Location
San Francisco, CA
ISSN
0193-6530
Print_ISBN
978-1-4244-6033-5
Type
conf
DOI
10.1109/ISSCC.2010.5433887
Filename
5433887
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