Title :
A novel FIR filter based on stochastic logic
Author :
Jienan Chen ; Jianhao Hu
Abstract :
In this paper, we proposed a novel Finite Impulse Response Filter based on stochastic logic referred as SFIR. The proposed SFIR only requires the wire selecting scheme without any logic gate resource. We first map the FIR function to stochastic computation domain. The FIR function is implemented by the wire selecting (WS) method which only requires wire interleaving. Hence the SFIR can achieve ultra high throughput and low cost when apply in the stochastic based system. The SFIR with backward conversion module also has lower hardware cost than traditional method under a given quantization width, which can apply in the low SNR required system and the error tolerant system.
Keywords :
FIR filters; stochastic processes; FIR filter; SFIR; WS method; backward conversion module; error tolerant system; finite impulse response filter; hardware cost; low SNR required system; quantization width; stochastic computation domain; stochastic logic; wire selecting scheme; Finite impulse response filters; Hardware; Logic gates; Signal to noise ratio; Throughput; Vectors; Wires; FIR filter; Low cost and Wire selecting; Stochastic computation;
Conference_Titel :
Circuits and Systems (ISCAS), 2013 IEEE International Symposium on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-5760-9
DOI :
10.1109/ISCAS.2013.6572275