answer the question in "Selected topics in industrial engineering" Course

Q.2. Figure below shows a neural network with one hidden layer for the classification. Five Boolean inputs correspond to whether a candidate student prefers Middle East Technical University, or Boazii University, or Baheehir University, or Istanbul Technical University, or Bilkent University and a single output corresponds to whether or not the candidate prefers Bahcesehir University. Initialize the inputs, weights and set the learning rate and the stopping criteria by yourself and indicate the assumed figures clearly. Compute the input to each layer and the output of the final layer. Compute the sensitivity and the gradient components and update the weights for just one iteration and display the result. (50-Marks) Middle East Technical Uni. Bogazici Uni. W w h W w Bahcesehir Uni. w4 w Prefers, w Istanbul Tech Uni. w w w Bilkent Unid Q.2. Figure below shows a neural network with one hidden layer for the classification. Five Boolean inputs correspond to whether a candidate student prefers Middle East Technical University, or Boazii University, or Baheehir University, or Istanbul Technical University, or Bilkent University and a single output corresponds to whether or not the candidate prefers Bahcesehir University. Initialize the inputs, weights and set the learning rate and the stopping criteria by yourself and indicate the assumed figures clearly. Compute the input to each layer and the output of the final layer. Compute the sensitivity and the gradient components and update the weights for just one iteration and display the result. (50-Marks) Middle East Technical Uni. Bogazici Uni. W w h W w Bahcesehir Uni. w4 w Prefers, w Istanbul Tech Uni. w w w Bilkent Unid