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๐ฒ์๋ผ๋๋์ฒญ๋
๊ฐ์ค์น์ ์ด๊น๊ฐ ๋ณธ๋ฌธ
๋ฐ์ํ
๊ฐ์ค์น๋
0.01*np.rnadom,randn(10,100) =>ํ์คํธ์ฐจ๊ฐ 0.01์ธ ์ ๊ท๋ถํฌ
์ฒ๋ผ ๋๋คํ ๊ฐ์ ํด์ผํ๋ค
์ด์ : ์ค์ฐจ์ญ์ ํ๋ฒ์ ์ ํ์ฉํ๊ธฐ ์ํด
๊ฐ์ค์น์ ์ถ์ฒ ์ด๊ธฐ๊ฐ
sigmoid, tahnh
n๊ฐ๋ผ๋ฉด ํ์คํธ์ฐจ๊ฐ (1/n)^1/2 ์ธ ๋ถํฌ๋ฅผ ์ฌ์ฉํ๋๊ฑธ ์ถ์ฒ
relu
n๊ฐ๋ผ๋ฉด ํ์คํธ์ฐจ๊ฐ (2/n)^1/2 ์ธ ๋ถํฌ๋ฅผ ์ฌ์ฉํ๋๊ฑธ ์ถ์ฒ(He ์ด๊น๊ฐ์ด๋ผ๊ณ ํจ)
๋ฐ์ํ