Advanced Data Analysis in Neuroscience - Bernstein Series in Computational Neuroscience
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Published By Springer International Publishing

9783319599748, 9783319599762

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Time Series from a Nonlinear Dynamical Systems Perspective

Advanced Data Analysis in Neuroscience - Bernstein Series in Computational Neuroscience ◽

10.1007/978-3-319-59976-2_9 ◽

2017 ◽

pp. 199-263

Author(s):

Daniel Durstewitz

Keyword(s):

Time Series ◽

Dynamical Systems ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical ◽

Systems Perspective

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Nonlinear Concepts in Time Series Analysis

Advanced Data Analysis in Neuroscience - Bernstein Series in Computational Neuroscience ◽

10.1007/978-3-319-59976-2_8 ◽

2017 ◽

pp. 183-198

Author(s):

Daniel Durstewitz

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Series Analysis

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Dimensionality Reduction

Advanced Data Analysis in Neuroscience - Bernstein Series in Computational Neuroscience ◽

10.1007/978-3-319-59976-2_6 ◽

2017 ◽

pp. 105-119

Author(s):

Daniel Durstewitz

Keyword(s):

Dimensionality Reduction

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Model Complexity and Selection

Advanced Data Analysis in Neuroscience - Bernstein Series in Computational Neuroscience ◽

10.1007/978-3-319-59976-2_4 ◽

2017 ◽

pp. 73-83

Author(s):

Daniel Durstewitz

Keyword(s):

Model Complexity

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Regression Problems

Advanced Data Analysis in Neuroscience - Bernstein Series in Computational Neuroscience ◽

10.1007/978-3-319-59976-2_2 ◽

2017 ◽

pp. 33-56

Author(s):

Daniel Durstewitz

Keyword(s):

Regression Problems

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Linear Time Series Analysis

Advanced Data Analysis in Neuroscience - Bernstein Series in Computational Neuroscience ◽

10.1007/978-3-319-59976-2_7 ◽

2017 ◽

pp. 121-181

Author(s):

Daniel Durstewitz

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Linear Time ◽

Series Analysis

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Classification Problems

Advanced Data Analysis in Neuroscience - Bernstein Series in Computational Neuroscience ◽

10.1007/978-3-319-59976-2_3 ◽

2017 ◽

pp. 57-72

Author(s):

Daniel Durstewitz

Keyword(s):

Classification Problems

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Clustering and Density Estimation

Advanced Data Analysis in Neuroscience - Bernstein Series in Computational Neuroscience ◽

10.1007/978-3-319-59976-2_5 ◽

2017 ◽

pp. 85-103

Author(s):

Daniel Durstewitz

Keyword(s):

Density Estimation

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Statistical Inference

Advanced Data Analysis in Neuroscience - Bernstein Series in Computational Neuroscience ◽

10.1007/978-3-319-59976-2_1 ◽

2017 ◽

pp. 1-31

Author(s):

Daniel Durstewitz

Keyword(s):

Statistical Inference

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