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1
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations
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Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations

Sun, Yanan ; Yen, Gary G. ; Yi, Zhang

IEEE transactions on evolutionary computation, 2019-02, Vol.23 (1), p.89-103 [Periódico revisado por pares]

New York: IEEE

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A review of convolutional neural network architectures and their optimizations
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A review of convolutional neural network architectures and their optimizations

Cong, Shuang ; Zhou, Yang

The Artificial intelligence review, 2023-03, Vol.56 (3), p.1905-1969 [Periódico revisado por pares]

Dordrecht: Springer Netherlands

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3
Underwater Acoustic Target Classification Based on Dense Convolutional Neural Network
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Underwater Acoustic Target Classification Based on Dense Convolutional Neural Network

Doan, Van-Sang ; Huynh-The, Thien ; Kim, Dong-Seong

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5 [Periódico revisado por pares]

Piscataway: IEEE

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4
Evolving Block-Based Convolutional Neural Network for Hyperspectral Image Classification
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Evolving Block-Based Convolutional Neural Network for Hyperspectral Image Classification

Lu, Zhenyu ; Liang, Shaoyang ; Yang, Qiang ; Du, Bo

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-21 [Periódico revisado por pares]

New York: IEEE

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5
Review of Image Classification Algorithms Based on Convolutional Neural Networks
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Review of Image Classification Algorithms Based on Convolutional Neural Networks

Chen, Leiyu ; Li, Shaobo ; Bai, Qiang ; Yang, Jing ; Jiang, Sanlong ; Miao, Yanming

Remote sensing (Basel, Switzerland), 2021-11, Vol.13 (22), p.4712 [Periódico revisado por pares]

Basel: MDPI AG

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6
Modulation Classification Based on Signal Constellation Diagrams and Deep Learning
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Modulation Classification Based on Signal Constellation Diagrams and Deep Learning

Peng, Shengliang ; Jiang, Hanyu ; Wang, Huaxia ; Alwageed, Hathal ; Zhou, Yu ; Sebdani, Marjan Mazrouei ; Yao, Yu-Dong

IEEE transaction on neural networks and learning systems, 2019-03, Vol.30 (3), p.718-727

United States: IEEE

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7
An effective convolutional neural network based on SMOTE and Gaussian mixture model for intrusion detection in imbalanced dataset
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An effective convolutional neural network based on SMOTE and Gaussian mixture model for intrusion detection in imbalanced dataset

Zhang, Hongpo ; Huang, Lulu ; Wu, Chase Q. ; Li, Zhanbo

Computer networks (Amsterdam, Netherlands : 1999), 2020-08, Vol.177, p.107315, Article 107315 [Periódico revisado por pares]

Amsterdam: Elsevier B.V

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8
Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction
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Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction

Gao, Shangce ; Zhou, Mengchu ; Wang, Yirui ; Cheng, Jiujun ; Yachi, Hanaki ; Wang, Jiahai

IEEE transaction on neural networks and learning systems, 2019-02, Vol.30 (2), p.601-614

United States: IEEE

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9
Multisensor data fusion for gearbox fault diagnosis using 2-D convolutional neural network and motor current signature analysis
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Multisensor data fusion for gearbox fault diagnosis using 2-D convolutional neural network and motor current signature analysis

Azamfar, Moslem ; Singh, Jaskaran ; Bravo-Imaz, Inaki ; Lee, Jay

Mechanical systems and signal processing, 2020-10, Vol.144, p.106861, Article 106861 [Periódico revisado por pares]

Berlin: Elsevier Ltd

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IntelliSwAS: Optimizing deep neural network architectures using a particle swarm-based approach
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IntelliSwAS: Optimizing deep neural network architectures using a particle swarm-based approach

Nistor, Sergiu Cosmin ; Czibula, Gabriela

Expert systems with applications, 2022-01, Vol.187, p.115945, Article 115945 [Periódico revisado por pares]

New York: Elsevier Ltd

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