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Animal Learning
Linked via "Long-Term Potentiation (LTP)"
Neural Correlates and Computational Models
The molecular and synaptic underpinnings of long-term memory formation, which solidify learned behaviors, involve changes in synaptic efficacy, notably through Long-Term Potentiation (LTP). In many invertebrate models, such as Aplysia californica, learning pathways are mapped onto identifiable neural circuits, showing how synaptic strength scales with experience.
Computational models often treat animal learning as an optimization process. For instance, Reinforcement Learning (RL) models utilize Bellman equat…