Models of Neurons and Perceptrons: Selected Problems and Challenges

By Andrzej Bielecki

Book Overview

Introduction.- Part I: Preliminaries.- Foundations of artificial neural networks.- Part II: Mathematical foundations.- General foundations.- Foundations of dynamical systems theory.- Part III: Mathematical models of the neuron.- Models of the whole neuron.- Models of parts of the neuron.- Part IV: Mathematical models of the perceptron.- General model of the perceptron.- Linear perceptrons.- Weakly nonlinear perceptrons.- Nonlinear perceptrons.- Concluding remarks and comments.

• Format: Paperback
• Language: English
• ISBN: 3030079422
• ISBN13: 9783030079420
• Release Date: February 2019
• Publisher: Springer
• Length: 156 Pages
• Weight: 0.53 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"