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What is ART-2 in ANN about?

Adaptive Resonance Theory 2 (ART-2) is a neural network model designed for pattern recognition and clustering with continuous-valued inputs, overcoming the limitations of its predecessor ART-1. It features a two-layer structure with mechanisms for stability and adaptability, allowing it to learn new patterns while retaining old ones. ART-2 is applicable in various fields such as image and speech recognition, medical diagnosis, and data mining, though it is more complex and computationally intensive than sim

Author

adwaithjr551

Language

EN