Zachary E. Heywood

Reservoir computing with 3D nanowire networks

Ryan K. Daniels, Joshua B. Mallinson, Zachary E. Heywood et al. · Neural Networks · 2022 · 44 citations

Nanowire Networks, Engineering, Physics +4

Stochastic Spiking Behavior in Neuromorphic Networks Enables True Random Number Generation

Susant Kumar Acharya, Edoardo Galli, Joshua B. Mallinson et al. · ACS Applied Materials & Interfaces · 2021 · 36 citations

Stochastic Spiking Behavior, Engineering, Nanocomputing +19

Experimental Demonstration of Reservoir Computing with Self‐Assembled Percolating Networks of Nanoparticles

Joshua B. Mallinson, Jamie Steel, Zachary E. Heywood et al. · Advanced Materials · 2024 · 30 citations · Full text

Engineering, Complex Self-assembled Network, Computational Nanostructure Modeling +22

Reservoir computing using networks of memristors: effects of topology and heterogeneity

Joshua B. Mallinson, Zachary E. Heywood, Ryan K. Daniels et al. · Nanoscale · 2023 · 24 citations

Engineering, Nanocomputing, Memristive Reservoirs +16

Computation via Neuron-like Spiking in Percolating Networks of Nanoparticles

Sofie J. Studholme, Zachary E. Heywood, Joshua B. Mallinson et al. · Nano Letters · 2023 · 16 citations

Artificial Intelligence, Engineering, Neuron-like Spiking +18