Form Versus Function: Theory and Models for Neuronal Substrates

Form Versus Function: Theory and Models for Neuronal Substrates

Petrovici, Mihai Alexandru

Springer International Publishing AG

05/2018

374

Mole

Inglês

9783319819136

15 a 20 dias

6029

Descrição não disponível.
Prologue.- Introduction: From Biological Experiments to Mathematical Models.- Arti?cial Brains: Simulation and Emulation of Neural Networks.- Dynamics and Statistics of Poisson-Driven LIF Neurons.- Cortical Models on Neuromorphic Hardware.- Probabilistic Inference in Neural Networks.- Epilogue.
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Theoretical Neuroscience;Computational Neuroscience;Neuromorphic Hardware;Neural Network Theory;Neuronal Dynamics;Abstract Spiking Neuron Models;Spike and Rate Codes;Neural Sampling;Bayesian Inference;Deep Learning Architectures