DaDianNao: A Machine-Learning Supercomputer

Many companies are deploying services, either for consumers or industry, which are largely based on machine-learning algorithms for sophisticated processing of large amounts of data. The state-of-the-art and most popular such machine-learning algorithms are Convolutional and Deep Neural Networks (CN...

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Veröffentlicht in:	2014 47th Annual IEEE/ACM International Symposium on Microarchitecture S. 609 - 622
Hauptverfasser:	Yunji Chen, Tao Luo, Shaoli Liu, Shijin Zhang, Liqiang He, Jia Wang, Ling Li, Tianshi Chen, Zhiwei Xu, Ninghui Sun, Temam, Olivier
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.12.2014
Schlagworte:	accelerator Bandwidth Biological neural networks Computer architecture Graphics processing units Hardware Kernel machine learning neural network Neurons
ISSN:	1072-4451
Online-Zugang:	Volltext
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