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Maximizing Convolutional Neural Network (CNN) Accelerator Efficiency Through Resource Partitioning

A new CNN accelerator that achieves a 3.8x higher throughput than the state-of-the-art accelerators by using multiple processors Background: Convolutional Neural Networks (CNNs) are revolutionizing the field of machine learning, being used in areas such as recommendation systems, natural language processing, and computer vision. However, they have...

Published: 8/21/2023 | Inventor(s): Yongming Shen, Michael Ferdman, Peter Milder, Tianchu Ji

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Category(s): Campus > Stony Brook University, Technology Classifications > Computer, Technology Classifications > Computer Software, Technology Classifications > Information Technology