Data Preprocessing

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Contents

Overview

Removing DC

PCA/ZCA Whitening

How to choose epsilon? Do we need low-pass filtering?

Large Images

1/f Whitening

Idiosyncrasies of Models

Sparse Autoencoder

Sigmoid Decoders

Linear Decoders

Independent Component Analysis

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