Accelerating Deterministic Stochastic Computing with Context-Aware Bit-stream Generator

Author:

Asadi Sina1,Najafi M. Hassan1

Affiliation:

1. University of Louisiana, Lafayette, LA, USA

Funder

Louisiana Board of Regents

Publisher

ACM

Reference12 articles.

1. Fast and accurate computation using stochastic circuits

2. The Promise and Challenge of Stochastic Computing;Alaghi A.;PP,2017

3. A deterministic approach to stochastic computation

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1. A Noise-Driven Heterogeneous Stochastic Computing Multiplier for Heuristic Precision Improvement in Energy-Efficient DNNs;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2023-02

2. Hybrid Stochastic-Binary Computing for Low-Latency and High-Precision Inference of CNNs;IEEE Transactions on Circuits and Systems I: Regular Papers;2022-07

3. CORLD: In-Stream Correlation Manipulation for Low-Discrepancy Stochastic Computing;2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD);2021-11-01

4. A Survey of Stochastic Computing in Energy-Efficient DNNs On-Edge;2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom);2021-09

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