1 citations · 1 across the 6 of their papers we have counts for
7 papers
Evolved Collectives Combine Complex Internal Representations with Simple Outputs
Guilherme S. Y. Giardini, John F. Hardy, Carlo daCunha
Collective intelligence emerges from local interactions among agents with limited information, yet how internal controller organization relates to emergent collective order remains…
Impact of Switching Layer Architecture on Power Consumption in RRAM
John F. Hardy, Jack A. Garrard, Guilherme S. Y. Giardini +1
This work demonstrates that porous helical WOx architectures enable a distinct low-power regime for planar ITO/WOx/ITO resistive random-access devices. While thin film and helical…
Thermodynamics of Innovation: A Statistical Mechanics Framework of Social Adoption
Guilherme S. Y. Giardini, Carlo R. daCunha
We develop a thermodynamic framework for modeling innovation adoption and abandonment dynamics using statistical mechanics. Starting from a mathematical model for an adoption distr…
Evolving Neural Networks Reveal Emergent Collective Behavior from Minimal Agent Interactions
Guilherme S. Y. Giardini, John F. Hardy, Carlo R. da Cunha
Understanding the mechanisms behind emergent behaviors in multi-agent systems is critical for advancing fields such as swarm robotics and artificial intelligence. In this study, we…
Chain Reaction of Ideas: Can Radioactive Decay Predict Technological Innovation?
Guilherme S. Y. Giardini, Carlo R. da Cunha
This work demonstrates the application of a birth-death Markov process, inspired by radioactive decay, to capture the dynamics of innovation processes. Leveraging the Bass diffusio…
Velocities of Mesenchymal Cells May be Ill-Defined
Guilherme S. Y. Giardini, Gilberto L. Thomas, Carlo R. da Cunha +1
The dynamics of single cell migration on flat surfaces is usually modeled by a Langevin-like problem consisting of ballistic motion for short periods and random walk. for long peri…
Exact solution for the Anisotropic Ornstein-Uhlenbeck Process
Rita M. C. de Almeida, Guilherme S. Y. Giardini, Mendeli Vainstein +2
Active Matter models commonly consider particles with overdamped dynamics subject to a force (speed) with constant modulus and random direction. Some models include also random noi…