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5 articles related to "Stochastic Computing"

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Articles

Original Research

Published on 24 Jul 2023

Digital in-memory stochastic computing architecture for vector-matrix multiplication

in Nanoelectronics

Shady Agwa
Themis Prodromakis

Frontiers in Nanotechnology

doi 10.3389/fnano.2023.1147396

3,629 views
7 citations

Original Research

Published on 05 Jan 2022

Hardware-Efficient Stochastic Binary CNN Architectures for Near-Sensor Computing

in Neuromorphic Engineering

Vivek Parmar
Bogdan Penkovsky
Damien Querlioz
Manan Suri

Frontiers in Neuroscience

doi 10.3389/fnins.2021.781786

5,185 views
6 citations

Review

Published on 02 Dec 2021

Brain-Inspired Hardware Solutions for Inference in Bayesian Networks

in Neuromorphic Engineering

Leila Bagheriye
Johan Kwisthout

Frontiers in Neuroscience

doi 10.3389/fnins.2021.728086

7,454 views
5 citations

Original Research

Published on 30 May 2022

Stochastic-HD: Leveraging Stochastic Computing on the Hyper-Dimensional Computing Pipeline

in Neuromorphic Engineering

Justin Morris
Yilun Hao
Saransh Gupta
Behnam Khaleghi
Baris Aksanli
Tajana Rosing

Frontiers in Neuroscience

doi 10.3389/fnins.2022.867192

3,764 views
2 citations

Original Research

Published on 23 Dec 2020

Bitstream-Based Neural Network for Scalable, Efficient, and Accurate Deep Learning Hardware

in Neuromorphic Engineering

Hyeonuk Sim
Jongeun Lee

Frontiers in Neuroscience

doi 10.3389/fnins.2020.543472

4,779 views
6 citations