PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym

A private Java lab for Artificial General Intelligence

A collaborative repository for our Bachelor's thesis, focused on optimizing the Cell Outage Compensation (COC) algorithm in Self-Organizing Networks (SONs). Leveraging AI-Hardware Acceleration, the project aims to bolster 5G network reliability, particularly for emerging technologies like autonomous driving.

📘 dimensionality reduction algorithms

A very basic C++ code for developing a self-organizing map (SOM) for data clustering (No GUI Visualization)

PyPi package of Reward-Modulated Self Organizing Recurrent Neural Network

A simulation of kohonen self organizing map with neural weights and robotic arm

An effort to build an unsupervised plastic model that replicates the way we learn and categorise.

Native Java implementation of a self-organizing network (SON) for clustering.

Self-organizing distributed system, that supports failure of up to 2 nodes at the same time.

Les cartes topologiques ou auto-organisatrices font partie de la famille des modèles dits à «apprentissage non supervisé», c’est-à-dire qui s’appliquent sur des données dont on connaît le domaine sur lequel porte le recueil statistique, mais pour lesquelles les connaissances a priori ne sont pas totalement organisées., les données en groupements…

Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions

NS3 - SON COC Code