Task 1 [30 Marks] Take an input matrix of size 55 with random integer values and 33 convolution matrix of random integer values, apply mathematically the different operations of convolutional neural network. Your answer should have the detailed mathematical workout answers for the different layers like: Convolutional layer [10 marks] Pooling layer [10 Marks] EAMO_TEM_035_02 Page 1 of 1 Artificial Intelligence and Deep Learning (COMP 20037) - Fall - 22 - CW2(Assignment) - All - QP Flattening Layer [10 Marks] [Student can use any online software to type the answers pertaining to the above question, no handwritten answers are accepted]