Paper Info
Title
A Full Hd 60 Fps Cnn Super Resolution Processor With Selective Caching Based Layer Fusion For Mobile Devices
Abstract
A high-throughput CNN super resolution (SR) processor is proposed for memory efficient SR processing. It has three key features: 1) selective caching based layer fusion to minimize external memory access (EMA), 2) memory compaction scheme for smaller on-chip memory footprint, and 3) cyclic ring core architecture to increase the throughput with improved core utilization. As a result, the implemented processor achieves 60 frames-per-second throughput in generating full HD images.
Year
DOI
Venue
2019
10.23919/VLSIC.2019.8778104
2019 SYMPOSIUM ON VLSI CIRCUITS
Field
DocType
Citations 
System on a chip,Convolution,Computer science,Parallel computing,Memory management,Frequency modulation,Throughput,Computer hardware,Memory footprint,Image resolution,Auxiliary memory
Conference
0
PageRank 
References 
Authors
0.34
0
6
Name
Order
Citations
PageRank
Juhyoung Lee131.40
Dongjoo Shin26711.02
Jinsu Lee3237.89
Jinmook Lee4659.34
Sanghoon Kang500.34
Hoi-Jun Yoo61574226.79