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Implementing CNN Layers on the Manticore Cluster-Based Many-Core Architecture

Distributed, Parallel, and Cluster Computing 2021-04-19 v1 Hardware Architecture Computer Vision and Pattern Recognition Machine Learning
Authors: Andreas Kurth , Fabian Schuiki , Luca Benini
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Abstract

This document presents implementations of fundamental convolutional neural network (CNN) layers on the Manticore cluster-based many-core architecture and discusses their characteristics and trade-offs.

Keywords

convolutional neural network

Cite

@article{arxiv.2104.08009,
  title  = {Implementing CNN Layers on the Manticore Cluster-Based Many-Core Architecture},
  author = {Andreas Kurth and Fabian Schuiki and Luca Benini},
  journal= {arXiv preprint arXiv:2104.08009},
  year   = {2021}
}

Comments

Technical report. 18 pages, 4 figures, 5 algorithms

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