Cellular Automata Accelerated in JAX (Oral at ICLR 2025)
Hierarchical self-organizing maps for unsupervised pattern recognition
Biologically-Inspired and Machine Learning Algorithms written in Python
Randomize Self Organizing map
POMG algorithm for large-scale pursuit game with partial observation and no communication.
Simulation of Systems of interacting mean-field Particles with High Efficiency
Multi-agent pursuit in matrix world (pursuitMW)
Simulations of flocking behaviour in active agents, using a simple Viscek model
Evolvable Modular Neural Systems (EMNS): Revolutionary neural architecture using resistance-governed parameter evolution instead of gradient descent. Features self-organizing modularity, biological plausibility, and continual learning without catastrophic forgetting. Including complete working implementation.
Deep reinforcement learning to solve self-organized settlement growth modeled as Markov decision processes.
PrometheusLLM is a unique transformer architecture inspired by dignity and recursion. This project aims to explore new frontiers in AI research and welcomes contributions from the community. 🐙🌟
MSci thesis - modelling the development of neural connections in the visual system
This repository contains the software used in the paper "Evolution of Spots and Stripes in Cellular Automata".
On the use of associative memory in Hopfield networks designed to solve propositional satisfiability problems
Diffusion-Limited Aggregation (DLA)
Material for the 'Trieste Next' popular science festival. SISSA group 2023/2024.
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