3 papers
physics.soc-ph2026
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…
cs.CR2025
Using Preformed Resistive Random Access Memory to Create a Strong Physically Unclonable Function
Jack Garrard, John F. Hardy, Carlo daCunha +1
Physically Unclonable Functions (PUFs) are a promising solution for identity verification and asymmetric encryption. In this paper, a new Resistive Random Access Memory (ReRAM) PUF…
physics.app-ph2025
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…