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09/20/2022
BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays
State-of-the-art systolic array-based accelerators adopt the traditional...
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03/06/2019
Towards a Uniform Architecture for the Efficient Implementation of 2D and 3D Deconvolutional Neural Networks on FPGAs
Three-dimensional deconvolution is widely used in many computer vision a...
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01/17/2019
Metaflow: A DAG-Based Network Abstraction for Distributed Applications
In the past decade, increasingly network scheduling techniques have been...
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03/10/2018
