41 citations · 126 across the 14 of their papers we have counts for
3 papers · 1 filter
Phases of memristive circuits via an interacting disorder approach
Francesco Caravelli, Forrest C. Sheldon
We study the phase diagram of memristive circuit models in the replica-symmetric case using a novel Lyapunov function for the dynamics of these devices. Effectively, the model we p…
Fully analog memristive circuits for optimization tasks: a comparison
Forrest C. Sheldon, Francesco Caravelli, Carleton Coffrin
We introduce a Lyapunov function for the dynamics of memristive circuits, and compare the effectiveness of memristors in minimizing the function to widely used optimization softwar…
The Computational Capacity of LRC, Memristive and Hybrid Reservoirs
Forrest C. Sheldon, Artemy Kolchinsky, Francesco Caravelli
Reservoir computing is a machine learning paradigm that uses a high-dimensional dynamical system, or \emph{reservoir}, to approximate and predict time series data. The scale, speed…