Answered step by step
Verified Expert Solution
Link Copied!
Question
1 Approved Answer

Consider an industrial automation and control application. It has a normalized bi-folded dataset comprises of pressure and temperature, as shown. The model has a

 

Consider an industrial automation and control application. It has a normalized bi-folded dataset comprises of pressure and temperature, as shown. The model has a corresponding bi-state output ('1' motor on, '0' motor off). A Single Layer Perceptron (SLP) is required to be designed to classify a two-dimensional data. You are given with the following four patterns (p) along with their target classes (t). Output (t) Input (x) x x t -1 -1 1 -1 1 0 -1 0 1 Given that the perceptron has the following initial weights, learning rate, and threshold, respectively. Wij= [1 0.2], a=0.1, and 0=-0.25. a. Construct the neural schema for SLP-ANN with labeled weights and neurons. Also plot the patterns in a two-dimensional space with the decision boundary. b. Compute the actual output, error, correct percentage recognition, and trained weights for ONE epochs ONLY.

Step by Step Solution

There are 3 Steps involved in it

Step: 1

Lets address the given problem step by step Step 1 Construct the Neural Schema for SLPANN The Single Layer Perceptron SLP artificial neural network in... 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

Elements Of Chemical Reaction Engineering

Authors: H. Fogler

6th Edition

013548622X, 978-0135486221

More Books

Students explore these related Programming questions

Question

Solve each equation. x 3 - 6x 2 = -8x

Answered: 3 weeks ago