What are Recurrent Neural Networks (RNNs)?

What are Recurrent Neural Networks (RNNs)?

Recurrent neural networks (RNNs) are a class of artificial neural networks that are designed to process sequential data. Sequential data refers to any data that has an inherent order, such as time series data, speech signals, or text. The key feature of RNNs is their ability to maintain an internal state, which allows them to…

Neural Networks in AI: Types, Applications, and Challenges

Neural Networks in AI: Types, Applications, and Challenges

Neural networks are a fundamental aspect of Artificial Intelligence (AI) research. They are a type of machine learning algorithm modeled after the structure and function of the human brain. Neural networks have been successfully applied in a variety of fields, including image and speech recognition, natural language processing, and decision-making. In this article, we will…