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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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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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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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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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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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Convolutional Neural Network (CNN) for Image Detection and Recognition

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC), 2018, p.278-282

2018

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Denoising Images with Varying Noises Using Autoencoders

Computer Vision and Image Processing, 2020, Vol.1148, p.3-14

2020

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ApproxCNN: Evaluation Of CNN With Approximated Layers Using In-Exact Multipliers

2023 IEEE 41st International Conference on Computer Design (ICCD), 2023, p.46-53

2023

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A Stable Model for Learningand Memorization in Over-Parameterized Networks

Applications of Computational Intelligence in Management & Mathematics, 2023, p.23-32

2023

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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

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

The Generation of Visually Credible Adversarial Examples with Genetic Algorithms

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

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

Improving Adversarial Robustness by Penalizing Natural Accuracy

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

Convolutional Neural Network (CNN) for Image Detection and Recognition

Denoising Images with Varying Noises Using Autoencoders

ApproxCNN: Evaluation Of CNN With Approximated Layers Using In-Exact Multipliers

A Stable Model for Learningand Memorization in Over-Parameterized Networks

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