Neural networks have revolutionized the fields of artificial intelligence (AI) and machine learning by providing a flexible, ...

Abstract: This chapter presents convolutional neural networks (CNNs) that are often classifiers, so a CNN can be classifying neural network. A CNN is an ANN that includes at least one convolutional ...

Rats perceive the world with a complexity that modern artificial neural networks struggle to match. This is the finding of a ...

Hinton and his team introduced an alternative mathematical model called the capsule neural network which looks at the world in three dimensions. The proposed application will be robust against ...

That said, a research paper must include some original contributions, introducing novel ideas and proving its validity and improved performance. In fact, writing a research paper is the culmination of ...

It’s in charge of generate a compatible set of lists of datasets for the CNN. It implements different classes for each dataset available. The aim is also to performs normalization and zero-cenetering ...

Abstract: For lightweight convolutional neural network (CNN) models, many research efforts focus on increasing the weight sparsity and activation sparsity. Due to the sparse characteristics of modern ...

Researchers have designed a CNN model that analyzes vibration data for precise detection of beam damage, highlighting ...