Warren Attention Deficit Disorder: Attention Deficit Disorder (ADD) is the term commonly used to describe a neurological condition with symptoms of inattention, distractibility, and poor working memory. Attention Deficit Disorder (ADD) is the term commonly used to describe a neurological condition with symptoms of inattention, distractibility, and poor working memory.