The Essentials of Computer Organization and Architecture
The Essentials of Computer Organization and Architecture
4th Edition
ISBN: 9781284045611
Author: Linda Null, Julia Lobur
Publisher: Jones & Bartlett Learning
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Chapter 9, Problem 23RETC
Program Plan Intro

Neural network:

  • Neural networks are based on parallel architecture of human brains.
  • They try to implement the simplified version of biological neural network.
  • Processing elements (PEs) are the fundamental elements of a neural network.
  • Processing element is used to multiply inputs by various set of weights and providing a single output value.
  • The power of neural network lies in the parallel processing of interconnected PEs and also the adaptive nature of the sets of weights.
  • Neural elements act similar to that of neuron in a human brain.
  • All the artificial neural networks are developed based on either the processing element or artificial neuron.

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