क्यूआर कोड

An efficient loop tiling framework for convolutional neural network inference accelerators

Abstract Convolutional neural networks (CNNs) have been widely applied in the field of computer vision due to their inherent advantages in image feature extraction. However, it is difficult to implement CNNs directly on embedded platforms owing to excessive calculations of CNNs. Field Programmable G...

पूर्ण विवरण

में बचाया:
मुख्य लेखकों: Hongmin Huang, Xianghong Hu, Xueming Li, Xiaoming Xiong
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Wiley 2022-01-01
श्रृंखला:IET Circuits, Devices and Systems
विषय:
field programmable gate arrays
convolutional neural nets
hardware accelerators
inference mechanisms
ऑनलाइन पहुंच:https://doi.org/10.1049/cds2.12091
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