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This lecture explores the detailed modeling of CA1 pyramidal cells in the hippocampus, showcasing their nonlinear processing capabilities and the complex computations they can perform. By using a two-layer artificial neural network analogy, the instructor demonstrates how individual neurons within the hippocampus may execute intricate operations.