Jul 17, 2021 · The systolic array architecture is one of the most popular choices for convolutional neural network hardware accelerators.
Dec 21, 2020 · To address these issues, we design a configurable multi-directional systolic array (CMSA). The array can switch data mapping or dataflow for ...
The systolic array architecture is one of the most popular choices for convolutional neural network hardware accelerators. The biggest advantage of the systolic ...
To make systolic arrays more efficient for compact convolutional neural networks, we propose the heterogeneous systolic array (HeSA) architecture. It ...
The systolic array architecture is one of the most popular choices for convolutional neural network hardware accelerators. The biggest advantage of the ...
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Why systolic architecture?
A configurable multi-directional systolic array (CMSA) that can increase the PE utilization rate by up to 1.6 times compared to the typical systolic array ...
Jun 6, 2023 · In this work, we focus on the design of a systolic array with configurable pipeline with the goal to select an optimal pipeline configuration ...
Nov 22, 2022 · In this work, we focus on the design of a systolic array with configurable pipeline with the goal to select an optimal pipeline configuration ...
Missing: Multi- directional
The systolic array architecture is one of the most popular choices for convolutional neural network hardware accelerators. The biggest advantage of the systolic ...
Feb 8, 2023 · In this paper, we present the first end-to-end implementation of a convolutional neural network model on a macropixel processor array (MPA) chip ...