What are neural networks?

Neural networks are a type of artificial intelligence model inspired by the structure and function of the human brain. They are designed to process and analyze complex patterns and relationships in data, making them adept at tasks such as image and speech recognition, natural language processing, and predictive analytics. Neural networks consist of interconnected nodes, called neurons, organized into layers. Information flows through the network, with each neuron receiving input, performing calculations, and passing the output to the next layer. Through a process of training, neural networks can learn from data, adjusting the strengths of connections between neurons to improve their performance over time. This ability to learn and adapt makes neural networks powerful tools for solving complex problems in various fields.

This mind map was published on 22 August 2023 and has been viewed 52 times.