Transparent cognitive sandbox: Raise digital squids - watch brains grow & rewire themselves through Hebbian learning & Neurogenesis
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Updated
Mar 23, 2026 - Python
Transparent cognitive sandbox: Raise digital squids - watch brains grow & rewire themselves through Hebbian learning & Neurogenesis
Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
ShaprAI — Agent Sharpener by Elyan Labs. Sharpen raw models into principled, self-governing Elyan-class agents. Requires beacon-skill, grazer-skill, atlas, RustChain.
Code for paper NeurIPS AMHN 2023
In this project, I used Hebbian, Perceptron, Adaline, MultiClassPerceptron and MultiClassAdaline neural networks to implement X and O character recognition.
Create and Evolve AI animal robots
In this project, I used Hebbian, Perceptron and Adaline neural networks to implement AND gate, and OR gate.
Evolve Robotic Animats in a Simulation of Nature
hebbian learning for sequential generation
Convert raw language models into principled, self-governing Elyan-class AI agents with identity coherence and ethical operation.
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