Advanced First-Order Optimization Algorithm With Sophisticated Search Control for Convolutional Neural Networks

Advanced First-Order Optimization Algorithm With Sophisticated Search Control for Convolutional Neural Networks

As the performance of computing devices such as graphics processing units (GPUs) has improved dramatically, many deep neural network models, especially convolutional neural networks (CNNs), have been widely applied to various applications such as image classification, semantic segmentation, and obje...

Full description

Bibliographic Details
Main Authors:	Kyung Soo Kim, Yong Suk Choi
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Series:	IEEE Access
Subjects:	Machine learning deep learning convolutional neural networks optimization methods gradient methods image classification
Online Access:	https://ieeexplore.ieee.org/document/10197412/

Similar Items

HyAdamC: A New Adam-Based Hybrid Optimization Algorithm for Convolution Neural Networks
by: Kyung-Soo Kim, et al.
Published: (2021-06-01)

Plant species identification from leaf patterns using histogram of oriented gradients feature space and convolution neural networks
by: Truong Quoc Bao, et al.
Published: (2020-04-01)

Comparative Study of First Order Optimizers for Image Classification Using Convolutional Neural Networks on Histopathology Images
by: Ibrahem Kandel, et al.
Published: (2020-09-01)

Automatic Convolutional Neural Architecture Search for Image Classification Under Different Scenes
by: Yu Weng, et al.
Published: (2019-01-01)

Optimal weighted parameters of ensemble convolutional neural networks based on a differential evolution algorithm for enhancing pornographic image classification
by: Sarayut Gonwirat, et al.
Published: (2021-07-01)

Review of Image Classification Algorithms Based on Convolutional Neural Networks
by: Leiyu Chen, et al.
Published: (2021-11-01)

Accumulated decoupled learning with gradient staleness mitigation for convolutional neural networks
by: Zhuang, Huiping, et al.
Published: (2024)

Sentiment Classification Using Convolutional Neural Networks
by: Hannah Kim, et al.
Published: (2019-06-01)

Improvement in the Convolutional Neural Network for Computed Tomography Images
by: Keisuke Manabe, et al.
Published: (2021-02-01)

CF-CNN: Coarse-to-Fine Convolutional Neural Network
by: Jinho Park, et al.
Published: (2021-04-01)

Comparison of convolutional neural network models for food image classification
by: Gözde Özsert Yiğit, et al.
Published: (2018-07-01)

An improved first order gradient method to solve the load flow problem /
by: 371402 Rio Hirowati Sharifuddin
Published: ([198)

Functional data learning using convolutional neural networks
by: J Galarza, et al.
Published: (2024-01-01)

Covid-19 Detection Using Convolutional Neural Networks (CNN) Classification Algorithm
by: Melly Damara Chaniago, et al.
Published: (2022-04-01)

Classification of Diabetic Rat Histopathology Images Using Convolutional Neural Networks
by: Ahmet Haşim Yurttakal, et al.
Published: (2020-11-01)

Learning rate selection in stochastic gradient methods based on line search strategies
by: Giorgia Franchini, et al.
Published: (2023-12-01)

Classification of Invoice Images By Using Convolutional Neural Networks
by: Sait Ali Uymaz, et al.
Published: (2022-03-01)

Adaptive learning cost‐sensitive convolutional neural network
by: Yun Hou, et al.
Published: (2021-08-01)

Multi-class Waste Classification Using Convolutional Neural Network
by: Yanfahmi Rayhan, et al.
Published: (2024-06-01)

Control the number of skip‐connects to improve robustness of the NAS algorithm
by: Bao Feng Zhang, et al.
Published: (2021-08-01)

A lightweight convolutional neural network (CNN) model for diatom classification: DiatomNet
by: Huseyin Gunduz, et al.
Published: (2024-03-01)

Convolutional Neural Network for Remote-Sensing Scene Classification: Transfer Learning Analysis
by: Rafael Pires de Lima, et al.
Published: (2019-12-01)

Cloud Image Classification Method Based on Deep Convolutional Neural Network
Published: (2020-08-01)

Classifying Malware Traffic Using Images and Deep Convolutional Neural Network
by: R. E. Davis, et al.
Published: (2024-01-01)

Classification of Electronic Components Based on Convolutional Neural Network Architecture
by: Ipek Atik
Published: (2022-03-01)

Electroencephalogram spike detection and classification by diagnosis with convolutional neural network
by: Andrius Vytautas Misiukas Misiūnas, et al.
Published: (2020-07-01)

Classification of Fetal Heart Based on Images Augmentation Using Convolutional Neural Network Method
by: Muhammad Taufik Roseno, et al.
Published: (2022-06-01)

Transfer Learning Based Convolutional Neural Network for Classification of Remote Sensing Images
by: RAMASAMY, M. P., et al.
Published: (2023-11-01)

Review on Convolutional Neural Network (CNN) Applied to Plant Leaf Disease Classification
by: Jinzhu Lu, et al.
Published: (2021-07-01)

An algorithm to improve the performance of convolutional neural networks for TSC tasks
by: Qing Liu, et al.
Published: (2023-04-01)

Simulation research on UAV recognition method based on convolutional neural network
by: Ran ZHEN, et al.
Published: (2019-10-01)

Fuzzy Convolution Neural Networks for Tabular Data Classification
by: Arun D. Kulkarni
Published: (2024-01-01)

Maize disease classification using transfer learning and convolutional neural network with weighted loss
by: Krisnanda Ahadian, et al.
Published: (2024-11-01)

Deep Learning Implementation using Convolutional Neural Network for Alzheimer’s Classification
by: Adhigana Priyatama, et al.
Published: (2023-03-01)

Convolutional neural networks for traumatic brain injury classification and outcome prediction
by: Laura Zinnel, et al.
Published: (2023-12-01)

A robust modulation classification method using convolutional neural networks
by: Siyang Zhou, et al.
Published: (2019-03-01)

Mushroom Species Classification in Natural Habitats Using Convolutional Neural Networks (CNN)
by: Rab Nawaz Bashir, et al.
Published: (2024-01-01)

Recognition system for fruit classification based on 8-layer convolutional neural network
by: Jia-Ji Wang
Published: (2022-02-01)

Combining the Taguchi Method and Convolutional Neural Networks for Arrhythmia Classification by Using ECG Images with Single Heartbeats
by: Shu-Fen Li, et al.
Published: (2023-06-01)

Assessment of Convolution Neural Networks for Wetland Mapping with Landsat in the Central Canadian Boreal Forest Region
by: Darren Pouliot, et al.
Published: (2019-03-01)