Gabor filter assisted energy efficient fast learning Convolutional Neural Networks

2017 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) ◽

10.1109/islped.2017.8009202 ◽

2017 ◽

Author(s):

Syed Shakib Sarwar ◽

Priyadarshini Panda ◽

Kaushik Roy

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Energy Efficient ◽

Gabor Filter ◽

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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 ◽

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) ◽

10.1109/icpads.2017.00034 ◽

2017 ◽

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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Data Augmentation with Gabor Filter in Deep Convolutional Neural Networks for Sar Target Recognition

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8518792 ◽

2018 ◽

Author(s):

Ting Jiang ◽

Zongyong Cui ◽

Zhi Zhou ◽

Zongjie Cao

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Data Augmentation ◽

Gabor Filter ◽

Target Recognition ◽

Deep Convolutional Neural Networks ◽

Sar Target Recognition

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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

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Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing

2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) ◽

10.23919/date.2019.8714937 ◽

2019 ◽

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 ◽

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Fast learning method for convolutional neural networks using extreme learning machine and its application to lane detection

Neural Networks ◽

10.1016/j.neunet.2016.12.002 ◽

2017 ◽

Vol 87 ◽

pp. 109-121 ◽

Author(s):

Jihun Kim ◽

Jonghong Kim ◽

Gil-Jin Jang ◽

Minho Lee

Keyword(s):

Neural Networks ◽

Extreme Learning Machine ◽

Convolutional Neural Networks ◽

Lane Detection ◽

Learning Method ◽

Fast Learning ◽

Learning Machine

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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 ◽

10.1007/978-3-030-18656-2_20 ◽

2019 ◽

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) ◽

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 ◽

Author(s):

Luca Mocerino ◽

Valerio Tenace ◽

Andrea Calimera

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Energy Efficient ◽

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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 ◽

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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