Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Note: In this question you should assume that the activation function of a perceptron is the step function. More specifically, this function: outputs 0 if

Note: In this question you should assume that the activation function of a perceptron is the step function. More specifically, this function:

outputs 0 if the weighted sum of inputs is LESS THAN 0 (not less than or equal).

outputs 1 if the weighted sum of inputs is greater than or equal to 0.

Is it possible to design a neural network (which could be a single perceptron or a larger network), that satisfies these specs?

Takes a single input called X, which can be any real number.

If X < 3, the network outputs 0.

If 3 < X < 7, the network outputs 1.

If X > 7, the network outputs 0.

We don't care what the network outputs when X = 3 or X = 7.

If your answer is no, explain why not. If your answer is yes, your solution should include a drawing of the network, that shows the weights of each input of each perceptron, and that also shows which perceptron outputs are linked to which perceptron inputs.

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

Automating Access Databases With Macros

Authors: Fish Davis

1st Edition

1797816349, 978-1797816340

More Books

Students also viewed these Databases questions

Question

2. What factors need to be considered when delegating tasks?

Answered: 1 week ago