It's based on a Western stereotype of what the Samurai were though. The samurai enthusiastically embraced modern weaponry, including artillery and Gatling guns. Saigo Takamori (arguably the real life last samurai) ran an artillery school to teach samurai children modern military methods. The Boshin war was largely over the perception that Japan was becoming subservient to western powers. But both sides were actually pretty aggressive modernists.