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Stephen Grossberg: How Does Each Brain Make A Mind? Adaptive Resonance Theory (ART) & Consciousness

Mind-Body Solution

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Adaptive Resonance Theory and Solving the Plasticity Dilemma

This chapter explores the concept of adaptive resonance theory (ART) and how it helps in solving the stability plasticity dilemma in human learning. The speaker discusses competitive learning, short-term and long-term memory traces, and the limitations of competitive learning in sparse input environments. They also explain how adaptive resonance prevents catastrophic forgetting and the role of top-down expectations in protecting against memory loss.

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