An Energy-Efficient Random Number Generator for Stochastic Circuits

被引:0
|
作者
Kim, Kyounghoon [1 ]
Lee, Jongeun [2 ]
Choi, Kiyoung [1 ]
机构
[1] Seoul Natl Univ, Dept Elect & Comp Engn, Seoul, South Korea
[2] UNIST, Sch Elect & Comp Engn, Ulsan, South Korea
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Stochastic circuits provide very high efficiency in terms of gate area and power consumption compared with conventional binary logic. However, they require random bit streams generated by stochastic number generators (SNGs), which account for a significant portion of area and energy offsetting their merits. In this paper, we propose a new SNG that significantly reduces area and energy while improving accuracy in progressive precision. Experimental results show that the proposed SNG reduces energy by more than 72% compared to the state-of-the-art designs.
引用
收藏
页码:256 / 261
页数:6
相关论文
共 50 条
  • [1] An Energy-efficient True Random Number Generator Based on Current Starved Ring Oscillators
    Cao, Yuan
    Chang, Chip-Hong
    Zheng, Yue
    Zhao, Xiaojin
    PROCEEDINGS OF THE 2017 ASIAN HARDWARE ORIENTED SECURITY AND TRUST SYMPOSIUM (ASIANHOST), 2017, : 37 - 42
  • [2] Toward Energy-Efficient Stochastic Circuits Using Parallel Sobol Sequences
    Liu, Siting
    Han, Jie
    IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2018, 26 (07) : 1326 - 1339
  • [3] A 0.7 pJ/bit, 1.5 Gbps Energy-Efficient Image-Based True Random Number Generator
    Kumar, Dhirendra
    Mankali, Lakshmi Likhitha
    Misra, Prasanna Kumar
    Goswami, Manish
    IETE JOURNAL OF RESEARCH, 2023, 69 (03) : 1260 - 1270
  • [4] A fast random number generator for stochastic simulations
    Ladd, Anthony J. C.
    COMPUTER PHYSICS COMMUNICATIONS, 2009, 180 (11) : 2140 - 2142
  • [5] Energy-Efficient Reconstruction of Compressively Sensed Bioelectrical Signals with Stochastic Computing Circuits
    Ma, Yufei
    Kim, Minkyu
    Cao, Yu
    Seo, Jae-sun
    Vrudhula, Sarma
    2015 33RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER DESIGN (ICCD), 2015, : 443 - 446
  • [6] Energy-efficient Adaptive Circuits and Systems
    Mukhopadhyay, Saibal
    Chatterjee, Abhijit
    Yalamanchili, Sudhakar
    Ghosh, Swaroop
    2013 26TH INTERNATIONAL CONFERENCE ON VLSI DESIGN AND 2013 12TH INTERNATIONAL CONFERENCE ON EMBEDDED SYSTEMS (VLSID), 2013, : LIX - LX
  • [7] An Area- and Power-Efficient Stochastic Number Generator for Bayesian Sensor Fusion Circuits
    Belot, Jeremy
    Fesquet, Laurent
    Cherkaoui, Abdelkarim
    Laurent, Raphael
    IEEE DESIGN & TEST, 2021, 38 (06) : 69 - 77
  • [8] Building a Better Random Number Generator for Stochastic Computing
    Neugebauer, Florian
    Polian, Ilia
    Hayess, John P.
    2017 EUROMICRO CONFERENCE ON DIGITAL SYSTEM DESIGN (DSD), 2017, : 1 - 8
  • [9] Sampling Based Random Number Generator for Stochastic Computing
    Karadeniz, M. Burak
    Altun, Mustafa
    2017 24TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS (ICECS), 2017, : 227 - 230
  • [10] Stochastic model and simulation of a random number generator circuit
    Xu, Peng
    Horiuchi, Timothy
    Abshire, Pamela
    PROCEEDINGS OF 2008 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-10, 2008, : 2977 - 2980