Model-based deep learning and deep unfolding
Deep Unfolding refers to understanding AI technology that learns algorithms through mathematical formulas.
In recent years, the remarkable development of AI technology has particularly brought attention to an approach known as "Deep Unfolding (DU)." This is a technique that combines insights from traditional iterative algorithms with the powerful learning capabilities of deep learning. In this article, we will delve into the fundamental concepts of deep unfolding, provide explanations using specific mathematical formulas, discuss representative architectures, and explore its advantages and future prospects. *For detailed content of the column, please refer to the related links. For more information, feel free to download the PDF or contact us.*
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"Creating Strong Factories" Since its founding, MAZIN has introduced AI/IoT systems to numerous factories. In the process, we were impressed by the "strong factories" that create products enriching society and support the lives of many people, which instilled in us a sense of mission to advance the manufacturing industry. With this sense of mission, we are developing the necessary systems for the future "strong factories" as an AI company specializing in and accompanying the manufacturing field.