Models of Neurons and Perceptrons: Selected Problems and Challenges
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Models of Neurons and Perceptrons: Selected Problems and Challenges
Bielecki, Andrzej
Springer International Publishing AG
05/2018
156
Dura
Inglês
9783319901398
15 a 20 dias
2488
Descrição não disponível.
Introduction.- Part I: Preliminaries.- Foundations of arti?cial 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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Computational Intelligence;Neurons;Perceptron;Dynamical Systems;Artificial Neural Networks;complexity
Introduction.- Part I: Preliminaries.- Foundations of arti?cial 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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
