{"product_id":"output-sensitivity-of-mlps-derived-from-statistical-expectation-von-xiaoqin-zeng","title":"Output Sensitivity of MLPs Derived from Statistical Expectation","description":"\u003cp\u003eThis book presents output sensitivity of the most popular feedforward neural network, MLPs (Multi-Layer Perceptrons), with respect to input and weight perturbations. Based on the structural features of MLPs, a bottom-up approach is proposed, in which the sensitivity of a neuron is considered first, then is that of a layer, and finally an entire network. Besides, applications of the sensitivity are also discussed.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783639829891\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783639829891","offer_id":39429866782813,"sku":"9783639829891","price":21.8,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/1bb9f3b1-31d1-4215-b13e-70d383314097.jpg?v=1775540174","url":"https:\/\/shop.autorenwelt.de\/products\/output-sensitivity-of-mlps-derived-from-statistical-expectation-von-xiaoqin-zeng","provider":"Autorenwelt Shop","version":"1.0","type":"link"}