PF‐GEMV: Utilization maximizing architecture in fast matrix–vector multiplication for GPT‐2 inference

H Kim, Y Lee, CG Lyuh - ETRI Journal, 2024 - Wiley Online Library
Owing to the widespread advancement of transformer‐based artificial neural networks,
artificial intelligence (AI) processors are now required to perform matrix–vector multiplication …

XEM: Tensor accelerator for AB21 supercomputing artificial intelligence processor

W Jeon, MY Lee, JH Lee, CG Lyuh - ETRI Journal, 2024 - Wiley Online Library
As computing systems become increasingly larger, high‐performance computing (HPC) is
gaining importance. In particular, as hyperscale artificial intelligence (AI) applications, such …

Matrix Inversion Accelerated MCU Circuit for Image Recognition Pertinent Computation

W Wang, Y Jin, Q Yuan, H Sun - 2023 International Technical …, 2023 - ieeexplore.ieee.org
As the most complex computation in the fundamental matrix manipulation, the operation of
matrix inversion limits the processing capability in the field of the image recognition and the …