Prof. Laurenz Wiskott

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55 videos

This channel contains lecture videos in the field of machine learning on the following topics (in alphabetical order): * Bayesian Theory * Clustering * Graph...

Latest Videos

LM 0 - LEM in a Nutshell (5 min)

ICA 0 - ICA in a Nutshell (23 min)

VQ 0 - Vector Quantization in a Nutshell (8 min)

ODE 1 - Classification of Differential Equations

ODE 2.1 - Systems of Linear ODEs and the Superposition Principle

ODE 2.2 - General Solution of a System of Linear ODEs

ODE 2.4 - Systems of Linear ODEs with Complex Eigenvalues

ODE 2.3 - Systems of Linear ODEs with a Full Set of Eigenvectors and Real Eigenvalues

ODE 2.5 - Systems of Linear ODEs with Too Few Eigenvectors

ODE 2.6 - Interpreting the Eigenvalue Spectrum of a System of Linear ODEs

ODE 3.1 - Qualitative Analysis of a Nonlinear ODE in 1D

ODE 3.2 - Qualitative Analysis of a Nonlinear ODE in 2D

ODE 3.3 - Linear Stability Analysis of Fixed Points of a Nonlinear ODE

ODE 3.4 - Qualitative Analysis of Nonlinear ODEs with Varying Parameters

LM 4.4 - Laplacian Matrix (7 min)

LM 4.3 - Laplacian Matrix (6 min)

LM 4.2 - Laplacian Matrix (11 min)

LM 4.1 - Laplacian Matrix (8 min)

LM 3.7 - Laplacian Matrix (10 min)

LM 3.6 - Laplacian Matrix (2 min)

LM 3.5 - Laplacian Matrix (6 min)

LM 3.4 - Laplacian Matrix (6 min)

LM 3.3 - Laplacian Matrix (3 min)

LM 3-3.2 - Laplacian Matrix (5 min)

LM 2.5 - Laplacian Matrix (10 min)

LM 2.3-2.4 - Laplacian Matrix (6 min)

LM 1-2.2 - Laplacian Matrix (8 min)

Hippocampus - 2.1 (28 min)

Hippocampus - 2.2 (45 min)

ICA 2.7-2.8 - Independent Component Analysis (10 min)