What is it about?

This paper presents a low power, programmable, domain-specific manycore accelerator named BiNMAC- Binarized neural Network Manycore ACcelerator, which adopts and efficiently executes binary precision weight/activation neural network models.

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Why is it important?

For physiological applications, BiNMAC is more than 10X and 2X more energy-efficient than general-purpose CPUs and GPUs respectively.

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This page is a summary of: Binary Precision Neural Network Manycore Accelerator, ACM Journal on Emerging Technologies in Computing Systems, April 2021, ACM (Association for Computing Machinery), DOI: 10.1145/3423136.
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