most citedData Streaming and Traffic Gathering in Mesh-based NoC for Deep Neural Network Acceleration

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cs.LG2021★ 5 cited

Data Streaming and Traffic Gathering in Mesh-based NoC for Deep Neural Network Acceleration

Binayak Tiwari, Mei Yang, Xiaohang Wang +1

The increasing popularity of deep neural network (DNN) applications demands high computing power and efficient hardware accelerator architecture. DNN accelerators use a large numbe…

cs.LG2021

Improving the Performance of a NoC-based CNN Accelerator with Gather Support

Binayak Tiwari, Mei Yang, Xiaohang Wang +2

The increasing application of deep learning technology drives the need for an efficient parallel computing architecture for Convolutional Neural Networks (CNNs). A significant chal…