Question: How many parameters are present in the provided convolutional neural network architecture designed for digit recognition on MNIST, where the input consists of 3 2

How many parameters are present in the provided convolutional neural network architecture designed for digit recognition on MNIST, where the input consists of 32x32 images, the first convolutional layer has 655 filters with a stride of 1, followed by max pooling of size 22 with a stride of 2, the second convolutional layer employs 1655 filters with a stride of 1, followed by max pooling of size 22 with a stride of 2, and the fully connected layers consist of 120,84, and 10 neurons respectively in the subsequent layers?
Hint: Parameters of fully connected layers = Input Size X Output Size of the layer
Write the final answer in the answer box.
 How many parameters are present in the provided convolutional neural network

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!