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: Matrix multiplication is a critical computational bottleneck in modern Transformer-based AI systems, particularly within the self-attention and Feed-Forward Network (FFN) layers. Among ...

This repository is provided for educational and research purposes. Users assume full responsibility for any consequences arising from the use of this code, including but not limited to hardware damage ...

Oracle-based quantum algorithms cannot use deep loops because quantum states exist only as mathematical amplitudes in Hilbert ...

However, in indoor environments, non-line-of-sight (NLOS) signals significantly degrade the ranging performance of UWB ...