scholarly journals An area and energy efficient design of domain-wall memory-based deep convolutional neural networks using stochastic computing

2018 ◽  
Author(s):  
Xiaolong Ma ◽  
Yipeng Zhang ◽  
Geng Yuan ◽  
Ao Ren ◽  
Zhe Li ◽  
...  
Keyword(s):  
Neural Networks ◽  
Domain Wall ◽  
Convolutional Neural Networks ◽  
Energy Efficient ◽  
Efficient Design ◽  
Deep Convolutional Neural Networks ◽  
Stochastic Computing ◽  
Energy Efficient Design ◽  
Domain Wall Memory

Normalization and dropout for stochastic computing-based deep convolutional neural networks

Integration ◽  
2019 ◽  
Vol 65 ◽  
pp. 395-403 ◽  
Author(s):  
Ji Li ◽  
Zihao Yuan ◽  
Zhe Li ◽  
Ao Ren ◽  
Caiwen Ding ◽  
...  
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Deep Convolutional Neural Networks ◽  
Stochastic Computing

An energy-efficient deep convolutional neural networks coprocessor for multi-object detection

2020 ◽  
Vol 98 ◽  
pp. 104737
Author(s):  
Yuancong Wu ◽  
J.J. Wang ◽  
Kun Qian ◽  
Yanchen Liu ◽  
Rui Guo ◽  
...  
Keyword(s):  
Neural Networks ◽  
Object Detection ◽  
Convolutional Neural Networks ◽  
Energy Efficient ◽  
Deep Convolutional Neural Networks
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