Government-funded academic research on parallel computing, stream processing, real-time shading languages, and programmable ...
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A hardware-software co-design can efficiently run AI on edge devices
A new hardware-software co-design increases AI energy efficiency and reduces latency, enabling real-time processing of ...
Researchers at USC's Viterbi School of Engineering have demonstrated an electronic memory device that functions far beyond previously known thermal limits. In experiments, the device remained ...
Abstract: This research proposes and evaluates a novel approach to optimizing matrix multiplication (MatMul) on Huawei Ascend NPUs, motivated by a key insight: during matrix-vector multiplication ...
IMPORTANT: Before you begin this tutorial, install the Vitis 2025.2 software. This release includes all embedded base platforms, including the VEK280 base platform used in this tutorial. Also download ...
Abstract: The Crayfish Optimization Algorithm (COA) draws inspiration from crayfish foraging, summer dormancy, and competitive behaviors. However, it often struggles with local optima convergence and ...
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