DaDianNao: A Neural Network Supercomputer

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

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Veröffentlicht in:	IEEE transactions on computers 2017-01, Vol.66 (1), p.73-88
Hauptverfasser:	Tao Luo, Shaoli Liu, Ling Li, Yuqing Wang, Shijin Zhang, Tianshi Chen, Zhiwei Xu, Temam, Olivier, Yunji Chen
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Biological neural networks CNN Computer architecture Convolution DNN Graphics processing units Hardware interconnect Interconnections Kernel Machine learning multi-chip neuron network Neurons supercomputer Supercomputers
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