Neural Networks

Definition of Neural Networks as it relates to Technology, Data Science, Deep Learning, Artificial Intelligence Technology

Neural networks, as a component of artificial intelligence technology, are algorithms designed to recognize patterns and learn from data, much like the human brain does. They are a key element of deep learning, which is a subset of data science, and are used in various applications such as image recognition, natural language processing, and predictive analytics. In this hierarchy, neural networks fall under artificial intelligence technology, which itself falls under data science, which then falls under the broader category of technology. They are the foundation for many advanced AI capabilities, allowing machines to understand complex patterns and make intelligent decisions. Neural networks consist of interconnected layers of nodes or "neurons" that process information and pass it on to the next layer. The connections between the neurons have weights associated with them, which are adjusted during training to improve the accuracy of the network's predictions. Overall, neural networks play a crucial role in advancing the field of artificial intelligence technology by providing a powerful tool for understanding and interpreting data.

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External Links

Bio-inspired artificial neural networks
SNUFA | Spiking Neural networks as Universal Function Approximators
Holger Arndt | Big Data Analytics, Machine Learning, Neural Networks
RNNS — Official site of Russian Neural Network Society
NNQL Neural Network Query Language
Parallax Financial Research – Neural Network Solutions for Professional Money Managers
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