Title | ||
---|---|---|
A Full Hd 60 Fps Cnn Super Resolution Processor With Selective Caching Based Layer Fusion For Mobile Devices |
Abstract | ||
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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 Lee | 1 | 3 | 1.40 |
Dongjoo Shin | 2 | 67 | 11.02 |
Jinsu Lee | 3 | 23 | 7.89 |
Jinmook Lee | 4 | 65 | 9.34 |
Sanghoon Kang | 5 | 0 | 0.34 |
Hoi-Jun Yoo | 6 | 1574 | 226.79 |