FPGA implementation of a real-time super-resolution system with a CNN based on a residue number system

Author(s):  
Taito Manabe ◽  
Yuichiro Shibata ◽  
Kiyoshi Oguri
2012 ◽  
Vol 21 (04) ◽  
pp. 1250027 ◽  
Author(s):  
TSO-BING JUANG ◽  
CHAO-TSUNG KUO ◽  
GO-LONG WU ◽  
JIAN-HAO HUANG

In this paper, multifunction residue number system (RNS) modulo (2n ± 1) multipliers are proposed. By adopting common circuits for summing up the partial products with extra controls, our proposed multipliers could perform both modulo (2n + 1) and (2n - 1) multiplications. The levels for summation of partial products are n + 1, which are same as the conventional modulo multipliers which with only one kind of modulo multiplications. The proposed multifunction modulo (2n ± 1) multipliers can save at least about 42.5% area under the same delay constraints and above 65.8% Area × Delay Product (ADP) compared with the one composed of modulo (2n + 1) and modulo (2n - 1) multiplication operations. Our proposed multipliers could be applied to ease the tremendous computation overload in the real-time processing applications.


2016 ◽  
Vol 698 ◽  
pp. 127-132
Author(s):  
Cong Bing Li ◽  
Haruo Kobayashi

A time-to-digital converter (TDC) based on residue number system is presented. This architecture can reduce hardware and chip area as well as power significantly compared to a flash-type TDC while keeping comparable performance. Its proof-of-concept prototype was implemented on FPGA, and the measurement results validate the effectiveness of the proposed architecture


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