Evolving deep neural networks by multi-objective particle swarm optimization for image classification

Proceedings of the Genetic and Evolutionary Computation Conference ◽

10.1145/3321707.3321735 ◽

2019 ◽

Author(s):

Bin Wang ◽

Yanan Sun ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Image Classification ◽

Deep Neural Networks ◽

Particle Swarm ◽

Swarm Optimization ◽

Multi Objective

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Particle swarm optimization of deep neural networks architectures for image classification

Swarm and Evolutionary Computation ◽

10.1016/j.swevo.2019.05.010 ◽

2019 ◽

Vol 49 ◽

pp. 62-74 ◽

Author(s):

Francisco Erivaldo Fernandes Junior ◽

Gary G. Yen

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Image Classification ◽

Deep Neural Networks ◽

Particle Swarm ◽

Swarm Optimization

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Particle Swarm Optimization for Evolving Deep Convolutional Neural Networks for Image Classification: Single- and Multi-Objective Approaches

Natural Computing Series - Deep Neural Evolution ◽

10.1007/978-981-15-3685-4_6 ◽

2020 ◽

pp. 155-184

Author(s):

Bin Wang ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Image Classification ◽

Convolutional Neural Networks ◽

Particle Swarm ◽

Deep Convolutional Neural Networks ◽

Swarm Optimization ◽

Multi Objective

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A Multi-objective Particle Swarm Optimization for Neural Networks Pruning

2019 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2019.8790145 ◽

2019 ◽

Author(s):

Tao Wu ◽

Jiao Shi ◽

Deyun Zhou ◽

Yu Lei ◽

Maoguo Gong

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Multi Objective

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Evolving ARTMAP neural networks using Multi-Objective Particle Swarm Optimization

IEEE Congress on Evolutionary Computation ◽

10.1109/cec.2010.5585953 ◽

2010 ◽

Author(s):

Eric Granger ◽

Donavan Prieur ◽

Jean-Francois Connolly

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Multi Objective

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Cognitive Deep Neural Networks prediction method for software fault tendency module based on Bound Particle Swarm Optimization

Cognitive Systems Research ◽

10.1016/j.cogsys.2018.06.001 ◽

2018 ◽

Vol 52 ◽

pp. 12-20 ◽

Author(s):

Wang Geng

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Deep Neural Networks ◽

Particle Swarm ◽

Prediction Method ◽

Swarm Optimization ◽

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Evolving Deep Convolutional Neural Networks by Variable-Length Particle Swarm Optimization for Image Classification

2018 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2018.8477735 ◽

2018 ◽

Author(s):

Bin Wang ◽

Yanan Sun ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Image Classification ◽

Convolutional Neural Networks ◽

Particle Swarm ◽

Variable Length ◽

Deep Convolutional Neural Networks ◽

Swarm Optimization

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PSO-PS:Parameter Synchronization with Particle Swarm Optimization for Distributed Training of Deep Neural Networks

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9207698 ◽

2020 ◽

Author(s):

Qing Ye ◽

Yuxuan Han ◽

Yanan Sun ◽

Jiancheng Lv

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Deep Neural Networks ◽

Particle Swarm ◽

Swarm Optimization ◽

Distributed Training

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A Novel Hybrid Analog Design Optimizer with Particle Swarm Optimization and modern Deep Neural Networks

2019 International SoC Design Conference (ISOCC) ◽

10.1109/isocc47750.2019.9027647 ◽

2019 ◽

Author(s):

Ahmed Elsiginy ◽

Mohamed Elmahdy ◽

Eman Azab

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Deep Neural Networks ◽

Particle Swarm ◽

Analog Design ◽

Swarm Optimization

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Particle Swarm Optimization for Automatically Evolving Convolutional Neural Networks for Image Classification

IEEE Access ◽

10.1109/access.2021.3052489 ◽

2021 ◽

Vol 9 ◽

pp. 14369-14386

Author(s):

Tom Lawrence ◽

Li Zhang ◽

Chee Peng Lim ◽

Emma-Jane Phillips

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Image Classification ◽

Convolutional Neural Networks ◽

Particle Swarm ◽

Swarm Optimization

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Particle swarm optimization-based automatic parameter selection for deep neural networks and its applications in large-scale and high-dimensional data

PLoS ONE ◽

10.1371/journal.pone.0188746 ◽

2017 ◽

Vol 12 (12) ◽

pp. e0188746 ◽

Author(s):

Fei Ye

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Large Scale ◽

Deep Neural Networks ◽

High Dimensional Data ◽

Particle Swarm ◽

Parameter Selection ◽

High Dimensional ◽

Swarm Optimization ◽

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