Training of Convolutional Neural Networks for Image Classification with Fully Decoupled Extended Kalman Filter

Training of Convolutional Neural Networks for Image Classification with Fully Decoupled Extended Kalman Filter

First-order algorithms have long dominated the training of deep neural networks, excelling in tasks like image classification and natural language processing. Now there is a compelling opportunity to explore alternatives that could outperform current state-of-the-art results. From the estimation the...

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Bibliographic Details
Main Authors: Armando Gaytan, Ofelia Begovich-Mendoza, Nancy Arana-Daniel
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Algorithms
Subjects:
deep learning
extended Kalman filter
image classification
neural networks
convolutional neural networks
training algorithm
Online Access:https://www.mdpi.com/1999-4893/17/6/243

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https://www.mdpi.com/1999-4893/17/6/243

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