Models of Neurons and Perceptrons: Selected Problems and Challenges

Models of Neurons and Perceptrons: Selected Problems and Challenges

Springer Nature Switzerland AG

02/2019

156

Mole

Inglês

9783030079420

15 a 20 dias

Descrição não disponível.
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.
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