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1. DeepNOMA DeepNOMA Public

   DeepNOMA is a knowledge distilled DL architecture aiming to deliver fast, high performance multi-user detection in massive IoT (also known as massive Machine Type Communication) systems. Work in pr…

   Python 5 1

2. hopfield-associative-memory-from-scratch hopfield-associative-memory-from-scratch Public

   A rudimentary implementation of Hopfield network (aka Associative Memory) trained using Hebbian learning algorithm. This is to celebrate Hopfield-Hinton's winning of Noble Prize in Physics 2024. Al…

   Python

3. MUSIC-and-root-MUSIC MUSIC-and-root-MUSIC Public

   A simple code for Multple Signal Classification (MUSIC).

   MATLAB 14 4

4. Expectation-Propagation Expectation-Propagation Public

   Expectation-Propagation (EP) is used in conjunction with Bayesian Inference Problems where an intractable distribution is approximated with a complex multivariate gaussian while minimizing Kullback…

   MATLAB 11 6

5. Orthogonal-Matching-Pursuit-Family Orthogonal-Matching-Pursuit-Family Public

   This repo contains variations of Orthogonal Matching Pursuit (OMP) Algorithm family. The family includes: Piecewise Orthogonal Matching Pursuit (POMP), Detector based Orthogonal Matching Pursuit (D…

   MATLAB 14 7

6. Approximate-Message-Passing Approximate-Message-Passing Public

   Approximate Message Passing is an ultra fast sparse recovery algorithm.

   MATLAB 14 5