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A 25.1-TOPS/W Sparsity-Aware Hybrid CNN-GCN Deep Learning SoC for Mobile Augmented Reality
A 25.1-TOPS/W Sparsity-Aware Hybrid CNN-GCN Deep Learning SoC for Mobile Augmented Reality 150 150
Author(s): Wen-Cong Huang, I-Ting Lin, Ying-Sheng Lin, Wen-Ching Chen, Liang-Yi Lin, Nian-Shyang Chang, Chun-Pin Lin, Chi-Shi Chen, Chia-Hsiang Yang

Abstract:

Augmented reality (AR) has been applied to various mobile applications. Modern AR algorithms include neural networks, such as convolutional neural networks (CNNs) and graph convolutional networks (GCNs). The high computational complexity of these networks poses challenges for real-time operation on energy-constrained devices. This article presents the first energy-efficient hybrid CNN-GCN …

Published in: IEEE Journal of Solid-State Circuits
Page(s): 1 – 13
Year of Publication: 2024
Electronic ISSN: 1558-173X
DOI: 10.1109/JSSC.2024.3391665
Publisher: IEEE

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Gordon Moore’s Journey: “Moore’s law” dissected
Gordon Moore’s Journey: “Moore’s law” dissected 150 150
Author(s): Ian Young

Abstract:

Gordon Moore may be best known for Moore’s law, which states that “the number of transistors on a microchip doubles every two years while the cost per transistor decreases.” While Moore’s law has been known since the 1960s, it is not well known what led Moore to make …

Published in: IEEE Solid-State Circuits Magazine
Page(s): 42 – 47
Year of Publication: 2024
Electronic ISSN: 1943-0590
DOI: 10.1109/MSSC.2023.3336168
Publisher: IEEE

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