noun - SOM is an acronym for Self-Organizing Map, a type of artificial neural network.

noun - SOM can refer to the School of Music in various universities like the University of Michigan or the University of Utah.

noun - In medicine, SOM refers to Serous Otitis Media, a condition characterized by fluid accumulation in the middle ear.