Question: Please answer all three python questions with work provided. Consider a neural network with one hidden layer. If it has 2 input nodes, 3 nodes

Please answer all three python questions with work provided. network with one hidden layer. If it has 2 input nodes, 3

Consider a neural network with one hidden layer. If it has 2 input nodes, 3 nodes in the hidden layer, and 6 nodes in the output layer, how many single-output neurons are there in the entire neural network? Consider the following neuron. Given weights (w1,w2,w3)=(0.2,0.8,0.2) and the constant b=1, calculate the value of y for given (x1, x2,x3)=(4,4,4) after the forward feeding process when sigmoid is used as the activation function. Round your answer to two decimal places. Question 7 Consider the following neuron. Given weights (w1,w2,w3)=(0.3,0.3,0.5) and the constant b=1, calculate the value of y for given ( x1, x2,x3)=(1,5,4) after the forward feeding process when the ReLU is used as the activation function

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!

Consider a neural network with one hidden layer containing two nodes, input dimension 2 and output dimension 1. That is, the fist layer contains two nodes to,1, 02, the hidden layer has two nodes ,1,...

Pattern recognition & decision making Q1 . The following diagram represents a feed - forward neural network with one hidden layer . 3 5 2 4 The following table lists all the weights in the network ....

Given the following feecforward neural network with one hidden layer and one output layer, assuming the network initial weights are 1.0 Oa w1.0. All nodes use a sigmoid activation function with value...

Please I need urgent help. It will be a great help Note: I need explanation and mathematical solve. not code The following figure represents a neural network with one hidden layer. bha bout bha 3 5...

1. As indicated in lecture neural networks are ubiquitously used in classification and regression tasks every day across multiple domains. In this question you will use the online interactive tool...

As indicated in lecture neural networks are ubiquitously used in classification and regression tasks ever day across multiple domains. In this question you will use the online interactive tool...

1. You are asked to build a neural work with only one hidden layer of 2 nodes, using Sigmoid as the activation function. Could you draw a graph to show the structure of your neural network model....

As indicated in lecture neural networks are ubiquitously used in classification and regression tasks every day across multiple domains. In this question you will use the online interactive tool...

Consider the neural network with two hidden layers shown in the following Figure to answer the next 8 questions. The input layer consists of 3 features x = [ \ times 1 , X 2 , X 3 ] , each hidden...

Early next year, the Strasburg Company plans to raise a net amount of $270 million to finance new equipment and working capital. Two alternatives are being considered: common stock can be sold to net...

A state lottery commission pays the winner of the Million Dollar lottery 40 installments of $25,000/year. The commission makes the first payment of $25,000 immediately and the other n = 39 payments...

Attending a certain college results in a total present worth of student loans of $30,000. Additional wages gained from obtaining a college-required job will result in you making an average of $15,000...

Cronos issues $3,000,000, 7.6%, 10-year bonds to yield 8% on January 1, 2016. Interest is paid on June 30 and Cronos issues $3,000,000, 7.6%, 10-year bonds to yield 8% on January 1, 2016. Interest is...

Question How can a governmental or tax-exempt employer provide a substantial deferred compensation benefit for an executive or key employee for whom the annual dollar limit would be inadequate?

Question What constitutes an unforeseeable emergency that would permit distributions from a Section 457 plan?

Question What costs or risks are involved in the use of a rabbi trust-type of financing arrangement for deferred compensation?