Neural Networks and Fuzzy Systems
Adaptation refers to the process by which a system adjusts and optimizes its behavior in response to changing conditions or inputs. In the context of neural networks, particularly self-organizing maps, adaptation is crucial as it allows the network to learn from input data, reconfigure itself, and improve performance over time, effectively mapping high-dimensional data into a lower-dimensional space while preserving topological relationships.
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