Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

A model summary is given below for neural network architecture. Model: sequential _ _ _ _ _ _ _ _ _ _ _ _ _

A model summary is given below for neural network architecture.
Model: "sequential"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
dense_1(Dense)(None,64)(blank)
_________________________________________________________________
dense_2(Dense)(None,32)2080
_________________________________________________________________
dense_3(Dense)(None,32)(blank)
_________________________________________________________________
dense_4(Dense)(None,5)(blank)
=================================================================
Total params: (blank)
Trainable params: (blank)
Non-trainable params: 0
_________________________________________________________________
The input data vector has 1000 features. The dense_4 layer is the output layer.
Notice that there are blanks filled in different places. Lets answer a few questions to know each of the values.
Calculate the number of weights in the weight matrix for the first dense hidden layer.
64000
32000
1000
64

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image_2

Step: 3

blur-text-image_3

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Privacy In Statistical Databases International Conference Psd 2022 Paris France September 21 23 2022 Proceedings Lncs 13463

Authors: Josep Domingo-Ferrer ,Maryline Laurent

1st Edition

3031139445, 978-3031139444

More Books

Students also viewed these Databases questions