SUN: Dynamic Hybrid-Precision SRAM-Based CIM Accelerator With High Macro Utilization Using Structured Pruning Mixed-Precision Networks

Convolutional neural networks (CNNs) play a key role in many deep learning applications; however, these networks are resource intensive. The parallel computing ability of computing-in-memory (CIM) enables high energy efficiency in artificial intelligence accelerators. When implementing a CNN in CIM,...

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Veröffentlicht in:IEEE transactions on computer-aided design of integrated circuits and systems 2024-07, Vol.43 (7), p.2163-2176
Hauptverfasser: Chen, Yen-Wen, Wang, Rui-Hsuan, Cheng, Yu-Hsiang, Lu, Chih-Cheng, Chang, Meng-Fan, Tang, Kea-Tiong
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Sprache:eng
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