A Novel Adaptive Learning Rate Algorithm for Convolutional Neural Network Training

Engineering Applications of Neural Networks - Communications in Computer and Information Science ◽

10.1007/978-3-319-65172-9_28 ◽

2017 ◽

pp. 327-336 ◽

Cited By ~ 2

Author(s):

S. V. Georgakopoulos ◽

V. P. Plagianakos

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Adaptive Learning ◽

Learning Rate ◽

Neural Network Training ◽

Network Training ◽

Adaptive Learning Rate

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Effective neural network training with adaptive learning rate based on training loss

Neural Networks ◽

10.1016/j.neunet.2018.01.016 ◽

2018 ◽

Vol 101 ◽

pp. 68-78 ◽

Cited By ~ 24

Author(s):

Tomoumi Takase ◽

Satoshi Oyama ◽

Masahito Kurihara

Keyword(s):

Neural Network ◽

Adaptive Learning ◽

Learning Rate ◽

Neural Network Training ◽

Network Training ◽

Adaptive Learning Rate

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Adaptive Learning Rate-Based Convolutional Neural Network Models for Brain Tumor Images Classification

Mathematical Modelling and Computational Intelligence Techniques - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-981-16-6018-4_9 ◽

2021 ◽

pp. 135-146

Author(s):

Thiyagarajan Padmapriya ◽

Thiruvenkatam Kalaiselvi ◽

Karuppanagounder Somasundaram

Keyword(s):

Neural Network ◽

Brain Tumor ◽

Convolutional Neural Network ◽

Adaptive Learning ◽

Network Models ◽

Learning Rate ◽

Neural Network Models ◽

Adaptive Learning Rate

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Efficient Learning Rate Adaptation for Convolutional Neural Network Training

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8852033 ◽

2019 ◽

Author(s):

Spiros V. Georgakopoulos ◽

Vassilis P. Plagianakos

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Rate Adaptation ◽

Learning Rate ◽

Neural Network Training ◽

Network Training ◽

Efficient Learning

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Dynamic learning rate neural network training and composite structural damage detection

AIAA Journal ◽

10.2514/3.13701 ◽

1997 ◽

Vol 35 ◽

pp. 1522-1527

Author(s):

H. Luo ◽

S. Hanagud

Keyword(s):

Neural Network ◽

Damage Detection ◽

Structural Damage ◽

Learning Rate ◽

Neural Network Training ◽

Structural Damage Detection ◽

Dynamic Learning ◽

Network Training

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Automated generation of convolutional neural network training data using video sources

2017 IEEE Applied Imagery Pattern Recognition Workshop (AIPR) ◽

10.1109/aipr.2017.8457936 ◽

2017 ◽

Author(s):

Andrew R. Kalukin ◽

Wade Leonard ◽

Joan Green ◽

Lester Burgwardt

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Training Data ◽

Neural Network Training ◽

Automated Generation ◽

Network Training

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A coded block neural network system suitable for VLSI implementation using an adaptive learning-rate epoch-based back propagation technique

1993 IEEE International Symposium on Circuits and Systems ◽

10.1109/iscas.1993.394137 ◽

2002 ◽

Author(s):

M.W. Mao ◽

B.Y. Chen ◽

J.B. Kuo

Keyword(s):

Neural Network ◽

Adaptive Learning ◽

Back Propagation ◽

Learning Rate ◽

Vlsi Implementation ◽

Network System ◽

Adaptive Learning Rate ◽

Neural Network System ◽

Propagation Technique

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Synchronized Analog Capacitor Arrays for Parallel Convolutional Neural Network Training

2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS) ◽

10.1109/mwscas48704.2020.9184482 ◽

2020 ◽

Author(s):

E. Leobandung ◽

M. J. Rasch ◽

Y. Li

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Neural Network Training ◽

Network Training ◽

Capacitor Arrays

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Convolutional Neural Network Training for RGBN Camera Color Restoration Using Generated Image Pairs

IEEE Photonics Journal ◽

10.1109/jphot.2020.3025088 ◽

2020 ◽

Vol 12 (5) ◽

pp. 1-15

Author(s):

Zhenghao Han ◽

Li Li ◽

Weiqi Jin ◽

Xia Wang ◽

Gangcheng Jiao ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Neural Network Training ◽

Network Training ◽

Color Restoration ◽

Image Pairs

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An improved Levenberg-Marquardt algorithm with adaptive learning rate for RBF neural network

2016 35th Chinese Control Conference (CCC) ◽

10.1109/chicc.2016.7553917 ◽

2016 ◽

Cited By ~ 8

Author(s):

Ru An ◽

Wen Jing Li ◽

Hong Gui Han ◽

Jun Fei Qiao

Keyword(s):

Neural Network ◽

Adaptive Learning ◽

Rbf Neural Network ◽

Learning Rate ◽

Adaptive Learning Rate ◽

Marquardt Algorithm ◽

Levenberg Marquardt

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Exponential decay sine wave learning rate for fast deep neural network training

2017 IEEE Visual Communications and Image Processing (VCIP) ◽

10.1109/vcip.2017.8305126 ◽

2017 ◽

Cited By ~ 9

Author(s):

Wangpeng An ◽

Haoqian Wang ◽

Yulun Zhang ◽

Qionghai Dai

Keyword(s):

Neural Network ◽

Exponential Decay ◽

Deep Neural Network ◽

Sine Wave ◽

Learning Rate ◽

Neural Network Training ◽

Network Training

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