Abstract: Cognitive radios have become a key research area in communications over the past few years. Automatic modulation classification (AMC) is an important component that improves the overall ...

The industrial landscape is currently undergoing a fundamental transition from traditional maintenance philosophies toward data-driven intelligence. This evolution, framed within the context of ...

Recent reports show that there has been a rise in equipment-related outages in the global solar industry. It’s now 3.13% in 2022 and 4.47% in 2023. This caused a loss in annual revenue of about $4.6 ...

PR1, W1, T51, F58, SL4, KL3, SM11. This is not a test to crack a code. But you will see a series of letter and number combinations while engaging with the Paralympics in Paris. At the Olympics, there ...

Abstract: This study explores the implementation of lightweight binary classification algorithms on low-cost Field-Programmable Gate Arrays (FPGAs) for medical image analysis. Recognizing the growing ...

In today's fast-paced world, the demand for automation and intelligent systems is at an all-time high. One such application that has been garnering attention in recent years is fruit classification, ...

The identification of animal behavior in video is a critical but time-consuming task in many areas of research. Here, we introduce DeepAction, a deep learning-based toolbox for automatically ...

This demo shows how to interpret the classification by CNN using LIME (Local Interpretable Model-agnostic Explanations) [1]. This demo was created based on [1], but the implementation might be a ...

This example includes how to preprocess the data, how to use the deep learning toolbox of MATLAB to build and visualize the neural network, and how to output the characteristics of a certain layer of ...

Natick, MA. MathWorks has introduced Release 2018a (R2018a) with a range of new capabilities in MATLAB and Simulink. R2018a includes two new products: first, Predictive Maintenance Toolbox for ...