Neural Networks

Definition of Neural Networks as it relates to Technology, Artificial Intelligence, Artificial Intelligence Algorithms, Decision Support Systems

Neural Networks, as part of Decision Support Systems, are algorithms inspired by the human brain's structure and function. They consist of interconnected nodes, or "neurons," that process information through weighted connections and activation functions. Neural networks can learn patterns and make predictions or decisions based on data inputs, making them valuable for various applications within Technology, Artificial Intelligence, and Artificial Intelligence Algorithms. These networks adapt and improve over time through training and experience, enabling them to tackle complex problems in areas like image recognition, natural language processing, and autonomous systems. By incorporating feedback mechanisms, neural networks can refine their performance, approximating the learning capabilities of a human expert in specific domains. This powerful decision-making tool contributes significantly to intelligent systems, providing accurate predictions and informed recommendations based on intricate data patterns.

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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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