Select all the correct statements about deep learning (multiple options are possible):   the adoption of activation functions ensures artificial neural networks' nonlinear behaviour sin0 (i.e. the sine function) is used as activation function a multilayer perceptron of width (n+1) can calculate any function from Rn to R artificial neural networks do not always perform better than generalised linear models in machine learning problems a deep learning pipeline must include a feature selection step after preprocessing and before training we can always build artificial neural networks calculating any function from Rn to R

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
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Q3. Select all the correct statements about deep learning (multiple options are possible):

 

  • the adoption of activation functions ensures artificial neural networks' nonlinear behaviour
  • sin0 (i.e. the sine function) is used as activation function
  • a multilayer perceptron of width (n+1) can calculate any function from Rn to R
  • artificial neural networks do not always perform better than generalised linear models in machine learning problems
  • a deep learning pipeline must include a feature selection step after preprocessing and before training
  • we can always build artificial neural networks calculating any function from Rn to R
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