Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

+ Implement the following perceptron learning algorithm using any programming language or simulator. Test your algorithm with AND and OR operations. O Learning Algorithm steps:

image text in transcribed

+ Implement the following perceptron learning algorithm using any programming language or simulator. Test your algorithm with AND and OR operations. O Learning Algorithm steps: 1. Initialise weights and threshold. Set wilt). (1 sism) to be the weight at time t, and to be the threshold value in the output node. Set Wi to small random values, thus initialising the weights and threshold. 2. Present input and desired output Present input xo and X1.x2_Xm and desired output dt) 3. Calculate the actual output y(t) = f[wo(t) xo(t)+ wi(t)xi(t) + wz(t)x2(t) + .... + Waltxo(t)] 4. Adapts weights wilt + 1) = wilt) + x[d(t)- yO]x:(t), for. Steps 3 and 4 are repeated until the iteration error is less than a user-specified error threshold or a predetermined number of iterations have been completed. Ou is the learning rate Od(t) is the desired output Dy(t) is the actual output OError = d(t)-y(t) Du is between 0 and 1

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

Step: 3

blur-text-image

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

Database Systems Design Implementation And Management

Authors: Carlos Coronel, Steven Morris

14th Edition

978-0357673034

More Books

Students also viewed these Databases questions

Question

Express as a product. In 4

Answered: 1 week ago

Question

5.5 Summarize external recruitment methods.

Answered: 1 week ago