Neurological history taking is a critical component of the neurological examination that involves gathering detailed information about a patient's symptoms, medical history, and lifestyle to aid in diagnosing neurological disorders. It requires careful questioning to uncover patterns and clues that point towards specific neurological conditions, ensuring a comprehensive understanding of the patient's health status.