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SOM (along with other competitive learning algorithms, backprop, simulated annealing, neocognitron, svm, and Bayesian models) suffers from catastrophic forgetting when forced to learn too quickly.⇒
ART does not suffer from catastrophic forgetting.⇒
Grossberg states that ART predicts a functional link between consciousness, learning, expectation, attention, resonance, and synchrony and calls this principle the CLEARS principle.⇒
Many of ART's predictions about natural cognition have been validated.⇒
Grossberg's ART and Friston's theory of cortical responses appeal to the anatomical interpretation of 'top-down' and 'bottom-up' processing and stress feedback as well as feedforward connections.⇒