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Automatic tuning of hyperparameters using Bayesian optimization

Evolving systems, 2021-03, Vol.12 (1), p.217-223

2021

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Logarithm Decreasing Inertia Weight Particle Swarm Optimization Algorithms for Convolutional Neural Network

Juita : jurnal informatika (Online), 2022-05, Vol.10 (1), p.99

2022

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Convolutional neural networks based on fractional-order momentum for parameter training

Neurocomputing (Amsterdam), 2021-08, Vol.449, p.85-99

2021

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MADL: A Multilevel Architecture of Deep Learning

International journal of computational intelligence systems, 2021-01, Vol.14 (1), p.693

2021

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3-D AND-Type Flash Memory Architecture With High-κ Gate Dielectric for High-Density Synaptic Devices

IEEE transactions on electron devices, 2021-08, Vol.68 (8), p.3801-3806

2021

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The Optimization of Transfer Learning Convolutional Neural Network Model with PCA and t-SNE Algorithms for Classification and Recognition of CIFAR-10 Image

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) (Online), 2020-08, Vol.4 (4), p.717-722

Rastri Prathivi

2020

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Sequential node search for faster neural architecture search

Knowledge-based systems, 2024-09, Vol.300, p.112145, Article 112145

2024

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Memristor based object detection using neural network

High-Confidence Computing, 2022-12, Vol.2 (4), p.100085, Article 100085

2022

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ALWANN: Automatic Layer-Wise Approximation of Deep Neural Network Accelerators without Retraining

2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2019, p.1-8

2019

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Variability-Aware Memristive Crossbars with ImageSplit Neural Architecture

IEEE transactions on nanotechnology, 2024-01, Vol.23, p.1-8

2024

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Energy-Efficient FPGA Implementation of Power-of-2 Weights-Based Convolutional Neural Networks With Low Bit-Precision Input Images

IEEE transactions on circuits and systems. II, Express briefs, 2023-02, Vol.70 (2), p.741-745

2023

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Efficient color image retrieval method using deep stacked sparse autoencoder

Journal of electronic imaging, 2022-03, Vol.31 (2)

2022

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Quantum machine learning for image classification

Machine learning: science and technology, 2024-03, Vol.5 (1), p.15040

2024

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The Generation of Visually Credible Adversarial Examples with Genetic Algorithms

ACM transactions on evolutionary learning, 2023-03, Vol.3 (1), p.1-44, Article 2

2023

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Sparse Realization in Unreliable Spin-Transfer-Torque RAM for Convolutional Neural Network

IEEE transactions on magnetics, 2021-02, Vol.57 (2), p.1-5

2021

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Quantitative analysis of transfer and incremental learning for image classification

International journal of computational vision and robotics, 2024, Vol.14 (2), p.202-212

2024

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Parametric RSigELU: a new trainable activation function for deep learning

Neural computing & applications, 2024-05, Vol.36 (13), p.7595-7607

2024

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Margin-Aware Adaptive-Weighted-Loss for Deep Learning Based Imbalanced Data Classification

IEEE transactions on artificial intelligence, 2024-02, Vol.5 (2), p.776-785

2024

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Probability Voting-based Ensemble of Convolutional Neural nets Classifiers for Image Classification

International journal of recent technology and engineering, 2019-09, Vol.8 (3), p.60-68

2019

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A New Improved Learning Algorithm for Convolutional Neural Networks

Processes, 2020-03, Vol.8 (3), p.295

2020

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Probabilistic Jacobian-Based Saliency Maps Attacks

Machine learning and knowledge extraction, 2020-12, Vol.2 (4), p.558-578

2020

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Mixed fuzzy pooling in convolutional neural networks for image classification

Multimedia tools and applications, 2023-03, Vol.82 (6), p.8405-8421

2023

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Deep learning for content-based image retrieval in FHE algorithms

Journal of intelligent systems, 2023-02, Vol.32 (1), p.461-85

2023

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Improving Adversarial Robustness by Penalizing Natural Accuracy

Computer Vision - ECCV 2022 Workshops, 2023, Vol.13801, p.517-533

2023

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Effective image retrieval method of natural images in a large database using fuzzy class membership

Journal of electronic imaging, 2020-09, Vol.29 (5)

2020

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Automatic tuning of hyperparameters using Bayesian optimization

Logarithm Decreasing Inertia Weight Particle Swarm Optimization Algorithms for Convolutional Neural Network

Convolutional neural networks based on fractional-order momentum for parameter training

MADL: A Multilevel Architecture of Deep Learning

3-D AND-Type Flash Memory Architecture With High-κ Gate Dielectric for High-Density Synaptic Devices

The Optimization of Transfer Learning Convolutional Neural Network Model with PCA and t-SNE Algorithms for Classification and Recognition of CIFAR-10 Image

Sequential node search for faster neural architecture search

Memristor based object detection using neural network

ALWANN: Automatic Layer-Wise Approximation of Deep Neural Network Accelerators without Retraining

Variability-Aware Memristive Crossbars with ImageSplit Neural Architecture

Energy-Efficient FPGA Implementation of Power-of-2 Weights-Based Convolutional Neural Networks With Low Bit-Precision Input Images

Efficient color image retrieval method using deep stacked sparse autoencoder

Quantum machine learning for image classification

The Generation of Visually Credible Adversarial Examples with Genetic Algorithms

Sparse Realization in Unreliable Spin-Transfer-Torque RAM for Convolutional Neural Network

Quantitative analysis of transfer and incremental learning for image classification

Parametric RSigELU: a new trainable activation function for deep learning

Margin-Aware Adaptive-Weighted-Loss for Deep Learning Based Imbalanced Data Classification

Probability Voting-based Ensemble of Convolutional Neural nets Classifiers for Image Classification

A New Improved Learning Algorithm for Convolutional Neural Networks

Probabilistic Jacobian-Based Saliency Maps Attacks

Mixed fuzzy pooling in convolutional neural networks for image classification

Deep learning for content-based image retrieval in FHE algorithms

Improving Adversarial Robustness by Penalizing Natural Accuracy

Effective image retrieval method of natural images in a large database using fuzzy class membership

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