Information Theory and Coding Course Project - BER PERFORMANCE ANALYSIS OF LINEAR BLOCK CODES
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Updated
Oct 16, 2021 - MATLAB
Information Theory and Coding Course Project - BER PERFORMANCE ANALYSIS OF LINEAR BLOCK CODES
Message encryption algorithms with MATLAB
Repository for the mutualInfo MATLAB function, a custom function to quickly calculate the mutual information of two images.
SOM IT-vis MATLAB code.
Exploring the Information Content of Glioma Differentiation using SDEs
Matlab based work that Explores several facets of entropy and mutual information
This repository is a comprehensive collection of MATLAB code examples and implementations for various entropy encoding techniques, including Shannon-Fano, Huffman, and Arithmetic coding.
Information-Theoretic-Cluster Visualization for Self-Organizing Maps - Companion MATLAB Code
In this code we implement the IEEE 1857.2 lossless audio coding extension using 3 different source coding techniques : 1) Arithmetic Coding (benchmark)
Notes related to various information theory papers, presentations, tutorials, classes, and books
Matlab implementation of Viterbi algorithm for binary encoding
Toolbox for practical calculations of integrated information under the gaussian assumption. See their original papers for details: Oizumi et al., 2016, PLoS Computational Biology & Oizumi et al., 2016, PNAS. Obtained from https://figshare.com/articles/phi_toolbox_zip/3203326.
Run Length Encoding, Lempel Ziv Algorithm, BSC Channel Comparison, Error Detection using Parity encoder and decoder, Huffman Coding using Matlab
Multi-Phase Information Theory-Based Algorithm for Edge Detection
Various digital modulation -- PAM, PSK, QAM, FSK -- has been implemented.
Lab code for the course "TSBK35 — Audio and Image Compression".
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