Advanced Data Analysis in Neuroscience

Advanced Data Analysis in Neuroscience

Integrating Statistical and Computational Models

Durstewitz, Daniel

Springer International Publishing AG

08/2018

292

Mole

Inglês

9783319867502

15 a 20 dias

492

Descrição não disponível.
Statistical Inference.- Regression Problems.- Classification Problems.- Model Complexity and Selection.- Clustering and Density Estimation.- Dimensionality Reduction.- Linear Time Series Analysis.- Nonlinear Concepts in Time Series Analysis.- Time Series From a Nonlinear Dynamical Systems Perspective.
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statistical methods in neuroscience;neural time series;multivariate statistics;machine learning;statistical parameter estimation;reconstructing state spaces from experimental data;nonparametric time series modeling;nonlinear dynamical systems;multivariate maps and recurrent neural networks;bootstrap methods;multiple testing;dimensionality reduction;clustering;nonlinear oscillations;change point analysis;principal component analysis;unsupervised clustering