The man was identified as James Duncan, 52, of Porter Ranch. He was on a remote trail off East Topanga Fire Road near Topanga State Park on Sunday afternoon.
The Los Angeles Fire Department said the man was not breathing when they found him. Paramedics tried to revive him but were unsuccessful.
An autopsy to determine the cause of Duncan's death is pending.
City News Service contributed to this report.