์ธ๊ณต์ง€๋Šฅ ์ •๋ฆฌ [๋ณธ๋ก 6] :: deep neural network์—์„œ์˜ backpropagation
์ปดํ“จํ„ฐ๊ณผํ•™ (CS)/AI 2020. 2. 10. 20:14

deep neural network์—์„œ์˜ backpropagation backpropagation ์›๋ž˜ backpropagation(์—ญ์ „ํŒŒ)๋Š” ํ•™์Šต ๋ฐฉ์‹์ด ์•„๋‹ˆ๋ผ perceptron์—์„œ loss function์˜ ๊ธฐ์šธ๊ธฐ๋ฅผ ๊ณ„์‚ฐํ•˜๋Š” ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ๋œปํ•˜์ง€๋งŒ, ๋„“์€ ์˜๋ฏธ์—์„œ๋Š” ๊ธฐ์šธ๊ธฐ๋ฅผ ์ด์šฉํ•œ ํ•™์Šต ๋ฐฉ์‹์œผ๋กœ ์“ฐ์ธ๋‹ค. ์ฐธ๊ณ  : https://en.wikipedia.org/wiki/Backpropagation delta rule https://en.wikipedia.org/wiki/Delta_rule delta rule์˜ ์ •์˜์™€ ์ฆ๋ช… delta rule์€ backpropagation ๋ฐฉ๋ฒ• ์ค‘ ํ•˜๋‚˜์ด๋‹ค. delta rule์€ ์™œ multi-layer์—์„œ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋Š”๊ฐ€... ๋ณธ๋ก 5์—์„œ์™€ ๊ฐ™์ด ์ฒ˜์Œ์—๋Š” ์‹ ๊ฒฝ๋งํ•™์Šต์—์„œ d..