Sample entropy (SamplEn) in EEG data for Parkinson’s disease (PD)
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Updated
Jul 25, 2024 - MATLAB
Sample entropy (SamplEn) in EEG data for Parkinson’s disease (PD)
This is our standard library for nonlinear analysis. Many of these functions are the same we use in our services. We do have additional methods that are not public but could be made available in a future release. If you are interested in learning more, attending our workshops or webinars or using our data analysis services please contact bmchnon…
Code for the analyses of fetal and neonatal MEG in Frohlich et al. 2024 Nature Mental Health
An improved multiscale sample entropy algorithm to extract signal features: "Analysis of fatigue in the biceps brachii by using rapid refined composite multiscale sample entropy"
Material from the course of Information Transmission at ENSEM - Université de Lorraine.
Energy-based cropping, automatic energy thresholding, optimal grayscale conversion and generic SIFT nonsense
Using a 2D entropy filter to segment DIC (Differential Interference Contrast) imaging of cells
Matlab based work that Explores several facets of entropy and mutual information
Various digital modulation -- PAM, PSK, QAM, FSK -- has been implemented.
Huffman Algorithm using Matlab
Sample Entropy Signatures for image feature extraction.
A MATLAB third-party implementation of the algorithm in the research article by Nikolaev, Razib and Kucheriya titled "On efficient use of entropy centrality for social network analysis and community detection".
CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations
A technique for embedding one mark or image within another using Entropy as a discriminant to identify the most strategic points of the image, DCT and DWT transforms are also used for insertion, the method is designed to be robust against jpeg compressions.
The Information & Mutual Information Ratio For Counting Image Local Features and Their Matches
Image Encoding software in MATLAB. Quantize and Dequantize Image and using of Huffman encoding to transform Images to bitstreams according to JPEG universal standard.
Matlab implementation of the ID3 algorithm for classification
Matlab code to compute entropy, conditional entropy, mutual information, channel capacity, and rate distortion.
MATLAB Code for Locally Weighted Ensemble Clustering (IEEE TCYB 2018)
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