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Article

1 Citations

1,159 Views

19 Pages

Symmetry-Enabled Resource-Efficient Systolic Array Design for Montgomery Multiplication in Resource-Constrained MIoT Endpoints

Atef Ibrahim and
Fayez Gebali

Symmetry2024, 16(6), 715;https://doi.org/10.3390/sym16060715

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9 June 2024

In today’s TEST interconnected world, the security of 5G Medical IoT networks is of paramount concern. The increasing number of connected devices and the transmission of vast amounts of data necessitate robust measures to protect information in...

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Article

4 Citations

2,525 Views

10 Pages

Enhancing Computation-Efficiency of Deep Neural Network Processing on Edge Devices through Serial/Parallel Systolic Computing

Iraj Moghaddasi and
Byeong-Gyu Nam

Mach. Learn. Knowl. Extr.2024, 6(3), 1484-1493;https://doi.org/10.3390/make6030070

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1 July 2024

In recent years, deep neural networks (DNNs) have addressed new applications with intelligent autonomy, often achieving higher accuracy than human experts. This capability comes at the expense of the ever-increasing complexity of emerging DNNs, causi...

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