Question: Can a single neuron learn a task? Explain your answer with a suitable two input Perceptron model simulating an logical AND GATE with a learning

Can a single neuron learn a task? Explain your answer with a suitable two input
Perceptron model simulating an logical AND GATE with a learning rate 0.1 and
threshold 0.2(for your simplicity take initial weight to be 0.3 and -0.1 and the
activation function as given below where xj is the input wj is the weight and Y(p) is the
output variable)
Y(p)=sep[i=1nxi(p)wi(p)-]
 Can a single neuron learn a task? Explain your answer with

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!