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Energy-efficient and high-throughput FPGA-based accelerator for Convolutional Neural Networks
2016 13th IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT)
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10.1109/icsict.2016.7998996
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2016
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Cited By ~ 3
Author(s):
Gan Feng
◽
Zuyi Hu
◽
Song Chen
◽
Feng Wu
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
High Throughput
◽
Energy Efficient
Download Full-text
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AxR-NN: Approximate Computation Reuse for Energy-Efficient Convolutional Neural Networks
Proceedings of the 2020 on Great Lakes Symposium on VLSI
◽
10.1145/3386263.3407595
◽
2020
◽
Author(s):
Dongning Ma
◽
Xunzhao Yin
◽
Michael Niemier
◽
X. Sharon Hu
◽
Xun Jiao
Keyword(s):
Neural Networks
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Convolutional Neural Networks
◽
Energy Efficient
◽
Approximate Computation
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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)
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10.1109/icpads.2017.00034
◽
2017
◽
Cited By ~ 2
Author(s):
Chen Xin
◽
Qiang Chen
◽
Miren Tian
◽
Mohan Ji
◽
Chenglong Zou
◽
...
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
Systolic Array
◽
Energy Efficient
◽
Hardware Architecture
◽
Deep Convolutional Neural Networks
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High-throughput label-free cell detection and counting from diffraction patterns with deep fully convolutional neural networks
Journal of Biomedical Optics
◽
10.1117/1.jbo.26.3.036001
◽
2021
◽
Vol 26
(03)
◽
Author(s):
Faliu Yi
◽
Seonghwan Park
◽
Inkyu Moon
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
High Throughput
◽
Free Cell
◽
Cell Detection
◽
Label Free
◽
Fully Convolutional Neural Networks
◽
Detection And Counting
◽
Diffraction Patterns
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TFE: Energy-efficient Transferred Filter-based Engine to Compress and Accelerate Convolutional Neural Networks
2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)
◽
10.1109/micro50266.2020.00067
◽
2020
◽
Author(s):
Huiyu Mo
◽
Leibo Liu
◽
Wenjing Hu
◽
Wenping Zhu
◽
Qiang Li
◽
...
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
Energy Efficient
Download Full-text
Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE)
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10.23919/date.2019.8714937
◽
2019
◽
Cited By ~ 12
Author(s):
S. Rasoul Faraji
◽
M. Hassan Najafi
◽
Bingzhe Li
◽
David J. Lilja
◽
Kia Bazargan
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
Energy Efficient
◽
Stream Processing
◽
Bit Stream
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A Heterogeneous and Reconfigurable Embedded Architecture for Energy-Efficient Execution of Convolutional Neural Networks
Architecture of Computing Systems – ARCS 2019 - Lecture Notes in Computer Science
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10.1007/978-3-030-18656-2_20
◽
2019
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pp. 267-280
Author(s):
Konstantin Lübeck
◽
Oliver Bringmann
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
Energy Efficient
◽
Embedded Architecture
◽
Efficient Execution
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A Configurable and Versatile Architecture for Low Power, Energy Efficient Hardware Acceleration of Convolutional Neural Networks
2019 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC)
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10.1109/norchip.2019.8906950
◽
2019
◽
Author(s):
Steinar Thune Christensen
◽
Snorre Aunet
◽
Omer Qadir
Keyword(s):
Neural Networks
◽
Low Power
◽
Convolutional Neural Networks
◽
Energy Efficient
◽
Hardware Acceleration
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Energy-Efficient Convolutional Neural Networks via Recurrent Data Reuse
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE)
◽
10.23919/date.2019.8714880
◽
2019
◽
Cited By ~ 1
Author(s):
Luca Mocerino
◽
Valerio Tenace
◽
Andrea Calimera
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
Energy Efficient
◽
Data Reuse
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Energy Efficient Convolutional Neural Networks for EEG Artifact Detection
2018 IEEE Biomedical Circuits and Systems Conference (BioCAS)
◽
10.1109/biocas.2018.8584791
◽
2018
◽
Cited By ~ 4
Author(s):
Mohit Khatwani
◽
M. Hosseini
◽
H. Paneliya
◽
Tinoosh Mohsenin
◽
W. David Hairston
◽
...
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
Energy Efficient
◽
Artifact Detection
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Gabor filter assisted energy efficient fast learning Convolutional Neural Networks
2017 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)
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10.1109/islped.2017.8009202
◽
2017
◽
Cited By ~ 24
Author(s):
Syed Shakib Sarwar
◽
Priyadarshini Panda
◽
Kaushik Roy
Keyword(s):
Neural Networks
◽
Convolutional Neural Networks
◽
Energy Efficient
◽
Gabor Filter
◽
Fast Learning
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