This repository contains my notes for the University of Bologna's Autonomous and Adaptive Systems course, held by prof. Mirco Musolesi.

An optimized LMS algorithm

AgentForge is a powerful and flexible signal-driven workflow framework designed for building intelligent, dynamic, and adaptive systems.

Classical adaptive linear filters in Julia

CHI 2023 Late Breaking Work: "Exploring Physiological Correlates of Visual Complexity Adaptation: Insights from EDA, ECG, and EEG Data for Adaptation Evaluation in VR Adaptive Systems"

This project is an interactive visualization that explores the fascinating world of emergent behaviors and self-organizing systems. Inspired by the remarkable abilities of Physarum polycephalum (slime mold), this simulation demonstrates how complex patterns can arise from simple, decentralized decision-making processes.

A framework for resonance-based decision-making in artificial agents, combining celestial influences, memory feedback, and symbolic emergence.

A project for Complex Adaptive Systems' computational models

A philosophical manifesto and a series of white papers exploring a symbiotic, human-centric future for Artificial General Intelligence (AGI).

Dynamic Neural Network Refinement (DNNR) is an advanced framework that allows neural networks to adapt in real time. Unlike static systems, DNNR refines network parameters on-the-fly to optimize performance. Its modularity ensures easy customization for versatile applications.

A framework for shaping identity-aware cognition in language models using behavioral prompt layering, recursive interpretive constraints, and modular cognitive modes.

🕹️🤖 Presentation for the 2024 RESICLIMA Meeting

A self-healing distributed consensus framework built in Go, designed to handle network partitions, Byzantine faults, and dynamic topology changes with minimal downtime. It leverages hybrid consensus (Raft + PBFT-inspired).

Samstraumr is a R&D framework in development to implement systems theory tube-based design concepts in software architecture for experimenting with adaptive systems.

Python hash map that migrates between two-level chaining and Robin Hood probing based on workload. Live metrics dashboard, reproducible workloads, CSV/JSON benchmarks, safe snapshots and repair.

Cognition made programmable.

Auto-generate specialized Claude Code subagents for your stack. Phase-adaptive code review. 10 frameworks, 13 templates. MIT licensed.

This patent framework supports dynamic, hierarchical transition in adaptive systems. It enables flexible restructuring of decision-making and reasoning models in response to changing contexts or environmental demands. 本特許構造は、適応システムにおける動的かつ階層的な遷移を支援します。変化する文脈や環境要求に応じて、意思決定・推論モデルの柔軟な再構築を可能にします。

Assignment in Sistem Adaptif(Adaptive System course)

This theory models a system that autonomously adjusts its operational parameters based on internal state transitions and external feedback. It provides a flexible control architecture useful for evolving AI agents, real-time optimization systems, and adaptive control networks.