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A Pipelined Energy-efficient Hardware Accelaration for Deep Convolutional Neural Networks
2019 IEEE International Conference on Design & Test of Integrated Micro & Nano-Systems (DTS)
◽
10.1109/dtss.2019.8915295
◽
2019
◽
Author(s):
Hmidi Alaeddine
◽
Malek Jihene
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
Energy Efficient
◽
Deep Convolutional Neural Networks
Download Full-text
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COSY: An Energy-Efficient Hardware Architecture for Deep Convolutional Neural Networks Based on Systolic Array
2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS)
◽
10.1109/icpads.2017.00034
◽
2017
◽
Cited By ~ 2
Author(s):
Chen Xin
◽
Qiang Chen
◽
Miren Tian
◽
Mohan Ji
◽
Chenglong Zou
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...
Keyword(s):
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Convolutional Neural Networks
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Systolic Array
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◽
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◽
Deep Convolutional Neural Networks
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14.5 Eyeriss: An energy-efficient reconfigurable accelerator for deep convolutional neural networks
2016 IEEE International Solid-State Circuits Conference (ISSCC)
◽
10.1109/isscc.2016.7418007
◽
2016
◽
Cited By ~ 263
Author(s):
Yu-Hsin Chen
◽
Tushar Krishna
◽
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◽
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Keyword(s):
Neural Networks
◽
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◽
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Chain-NN: An energy-efficient 1D chain architecture for accelerating deep convolutional neural networks
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017
◽
10.23919/date.2017.7927142
◽
2017
◽
Cited By ~ 17
Author(s):
Shihao Wang
◽
Dajiang Zhou
◽
Xushen Han
◽
Takeshi Yoshimura
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
Energy Efficient
◽
Deep Convolutional Neural Networks
◽
Chain Architecture
◽
1D Chain
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An energy-efficient deep convolutional neural networks coprocessor for multi-object detection
Microelectronics Journal
◽
10.1016/j.mejo.2020.104737
◽
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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Energy efficient techniques using FFT for deep convolutional neural networks
2016 International Conference on Advanced Technologies for Communications (ATC)
◽
10.1109/atc.2016.7764779
◽
2016
◽
Cited By ~ 2
Author(s):
Nhan Nguyen-Thanh
◽
Han Le-Duc
◽
Duc-Tuyen Ta
◽
Van-Tam Nguyen
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
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Energy Efficient
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An area and energy efficient design of domain-wall memory-based deep convolutional neural networks using stochastic computing
2018 19th International Symposium on Quality Electronic Design (ISQED)
◽
10.1109/isqed.2018.8357306
◽
2018
◽
Cited By ~ 4
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
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An Energy-Efficient and Flexible Accelerator based on Reconfigurable Computing for Multiple Deep Convolutional Neural Networks
2018 14th IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT)
◽
10.1109/icsict.2018.8565823
◽
2018
◽
Cited By ~ 2
Author(s):
Chen Yang
◽
HaiBo Zhang
◽
XiaoLi Wang
◽
Li Geng
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
Reconfigurable Computing
◽
Energy Efficient
◽
Deep Convolutional Neural Networks
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Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks
IEEE Journal of Solid-State Circuits
◽
10.1109/jssc.2016.2616357
◽
2017
◽
Vol 52
(1)
◽
pp. 127-138
◽
Cited By ~ 646
Author(s):
Yu-Hsin Chen
◽
Tushar Krishna
◽
Joel S. Emer
◽
Vivienne Sze
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
Energy Efficient
◽
Deep Convolutional Neural Networks
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Implementation of energy‐efficient fast convolution algorithm for deep convolutional neural networks based on FPGA
Electronics Letters
◽
10.1049/el.2019.4188
◽
2020
◽
Vol 56
(10)
◽
pp. 485-488
Author(s):
W.‐J. Li
◽
S.‐J. Ruan
◽
D.‐S. Yang
Keyword(s):
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◽
Convolutional Neural Networks
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Fast Convolution
◽
Convolution Algorithm
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Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition
International Journal of Computer Vision
◽
10.1007/s11263-014-0788-3
◽
2014
◽
Vol 113
(1)
◽
pp. 54-66
◽
Cited By ~ 223
Author(s):
Yongqiang Cao
◽
Yang Chen
◽
Deepak Khosla
Keyword(s):
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Object Recognition
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Energy Efficient
◽
Deep Convolutional Neural Networks
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