The process in which a relatively unspecialized cell acquires specialized features of a hippocampal pyramidal neuron, a pyramidal cell of the hippocampus. [ GOC:jc http://purl.obolibrary.org/obo/CL_1001571 http://www.ncbi.nlm.nih.gov/pubmed/19342486 ]