Their names have not been released. Police say the 45-year-old father was unemployed and previously worked at an accounting firm and Sony Pictures. He left two suicide letters.
The children were ages 19, 12 and 7.
The home is in a gated community in the San Fernando Valley, about 23 miles northwest of downtown but still within Los Angeles city limits. The bodies were found after officers were asked to check on the residents.