In-Network Accumulation: Extending the Role of NoC for DNN Acceleration

Author:

Tiwari Binayak1,Yang Mei1,Wang Xiaohang2,Jiang Yingtao1

Affiliation:

1. University of Nevada,Department of Electrical and Computer Engineering,Las Vegas,USA

2. South China University of Technology,School of Software Engineering,Guangzhou,China

Funder

National Science Foundation

Publisher

IEEE

Reference24 articles.

1. Very deep convolutional networks for large-scale image recognition;simonyan;Proc ICLR,2015

2. One weird trick for parallelizing convolutional neural networks;krizhevsky;CoRR,2014

3. Data streaming and traffic gathering in mesh-based NoC for deep neural network acceleration

4. PipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning

5. Self-Repairing Carry-Lookahead Adder With Hot-Standby Topology Using Fault-Localization and Partial Reconfiguration

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