How many neurons do you need in the hidden layer of a perceptron to learn any boolean function with 4 inputs? (Only one hidden layer is allowed) 16 64 56 32

Question

How many neurons do you need in the hidden layer of a perceptron to learn any boolean function with 4 inputs? (Only one hidden layer is allowed) 16 64 56 32
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Solution 1

You would need 16 neurons in the hidden layer of a perceptron to learn any boolean function with 4 inputs. Here's why:

  1. A boolean function with 4 inputs can have 2^4 = 16 different input combinations.
  2. Each neuron in the hidden layer can be thought of as learning to recognize a specific input c Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study prob
Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study problem.
Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study problem.
Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study problem.
Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solv

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