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This lecture covers the study of single neurons, including obtaining and analyzing morphology, recording and characterizing electrophysiological properties, and classifying cells based on different behaviors. It emphasizes the challenges of objectively classifying neurons and the importance of considering multiple lines of evidence. The main caveats discussed include the need for high-resolution data obtained from brain tissue, the limitations of patch clamp techniques, and the classification of different morphologies and electrical types.