Takahashi, the 2010 world champion and Olympic bronze medallist at Vancouver the same year, told local media on Saturday: "I think my career will finish with Sochi.
"I want to enjoy the little time I have left and leave without any regrets," added Takahashi, the reigning Grand Prix Final champion.
He became Asia's first male world champion in Turin in 2010, briefly stealing the limelight from the women's competition where Mao Asada's rivalry with South Korea's skate queen Kim Yuna has become something of a national obsession.
Takahashi has first set his sights on capturing a second world title in London, Ontario, in March.
"My quad jumps are getting sharper," said the 26-year-old, world runner-up behind Canada's Patrick Chan in Nice last year. "I want to keep working to get them as tight as possible."
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