Science Projects
Game of Existence
A proof-of-concept Eleatic Game for modeling open-ended evolution with mechanical enerstatic networks.
PCT vs FEP
An interactive comparison of Perceptual Control Theory and Free Energy Principle models of bacterial chemotaxis.
Neural Network Visualizer
Visualize an arbitrarily deep feed-forward neural network as it learns from Iris data in Three.js.
Self Organizing Map Visualizer
Visualize a self-organizing map as it learns from Iris data in Three.js.
Minimal Enerstatic Network
A minimal energy-homeostatic network and early proof of concept for the framework that became Eleatic Games.
Enerstatic Neural Network
An energy-homeostatic neural network built from toy neuron models discussed in the Ensoul publication.
The Implications of Co-Transmission on Criticality
An interactive investigation of how co-transmitting neurons affect neural criticality.
De Candia et al. (2021) Reproduction
A reproduction of stochastic Wilson-Cowan critical exponents, spike rasters, population activity, and avalanche distributions.
Co-Transmission Criticality Demo
A finite-size scaling demonstration for excitatory, inhibitory, and co-transmitting neural populations.