Examples

Electroencephalography (EEG)

Examples for EEG Signal Processing.

ATAR Algorithm with MNE RAW Object

ATAR Algorithm with MNE RAW Object

ATAR: Automatic and Tunable Artifact Removal Algorithm

ATAR: Automatic and Tunable Artifact Removal Algorithm

EEG Artifact removal using ATAR

EEG Artifact removal using ATAR

EEG Artifact removal using ICA

EEG Artifact removal using ICA

EEG Artifact: ATAR and ICA

EEG Artifact: ATAR and ICA

EEG Computing Rhythmic Features - PhyAAt - Semanticity

EEG Computing Rhythmic Features - PhyAAt - Semanticity

EEG Data from EDF File

EEG Data from EDF File

EEG Topographic Map

EEG Topographic Map

Independed Principle Component analysis

Independed Principle Component analysis

Multi-Electrode-Array (MEA)

Examples for MEA.

MEA: Minimal Setting: Example

MEA: Minimal Setting: Example

MEA: Step-wise Analysis: Example

MEA: Step-wise Analysis: Example

Release Highlights

These examples illustrate the main features of the releases of spkit

Release Highlights for spkit 0.0.9.6

Release Highlights for spkit 0.0.9.6

Release Highlights for spkit 0.0.9.7

Release Highlights for spkit 0.0.9.7

Information Theory

General examples about Information Theory .

Dispersion Entropy with Embedding dim

Dispersion Entropy with Embedding dim

Dispersion Entropy with top patterns

Dispersion Entropy with top patterns

Entropy - Discreet Source

Entropy - Discreet Source

Entropy - EEG Signal - Multi-Channel

Entropy - EEG Signal - Multi-Channel

Entropy - Real-Valued Source

Entropy - Real-Valued Source

Sample and Approximate Entropy: Comparison

Sample and Approximate Entropy: Comparison

Machine Learning

General examples about Machine Learning.

Classification Trees: Depth & Decision boundaries

Classification Trees: Depth & Decision boundaries

Decision Trees with shrinking capability - Classification example

Decision Trees with shrinking capability - Classification example

Decision Trees with shrinking capability - Regression example

Decision Trees with shrinking capability - Regression example

Decision Trees with visualisations while buiding tree

Decision Trees with visualisations while buiding tree

Decision Trees without converting Catogorical Features

Decision Trees without converting Catogorical Features

Logistic Regression - Visualisation

Logistic Regression - Visualisation

Naive Bayes classifier - Visualisation

Naive Bayes classifier - Visualisation

Signal Processing

General examples about Signal Processing algorithms.

Analysis and Synthesis Models

Analysis and Synthesis Models

Fractional Fourier Transform: FRFT

Fractional Fourier Transform: FRFT

Ramanujan Dictionary - with sparse penalty

Ramanujan Dictionary - with sparse penalty

Ramanujan Filter Banks - Demos

Ramanujan Filter Banks - Demos

Ramanujan Filter Banks Example

Ramanujan Filter Banks Example

Sinusoidal Model : Synthesis : Audio

Sinusoidal Model : Synthesis : Audio

Sinusoidal Model: Analysis and Synthesis

Sinusoidal Model: Analysis and Synthesis

Statistics

General examples about statistics.

Auditory Attention: Plot Group Data

Auditory Attention: Plot Group Data

Testing two groups

Testing two groups

Wavelet Analysis

General examples about Wavelet Analysis.

Scalogram CWT

Scalogram CWT

Wavelet Filtering

Wavelet Filtering