From the 1 of 15 linked papers with an AI index.
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Resistive Switching and Neuromorphic Computing in Metal/Nb:SrTiO: Mechanisms, Interface Physics, and Charge Transport
Christopher Broyles, Elizabeth Krenkel, Frank Barrows +2
Resistive switching (RS) in Nb-doped SrTiO (Nb:STO) based memristive devices has attracted sustained interest in information processing and novel computing because of its formi…
Geometry-Induced Domain-Wall Pinning and Asymmetry in Nominally One-Dimensional Rydberg Arrays
Elijah Pelofske, Frank Barrows, Cristiano Nisoli
The paper reports experiments on a neutral‑Rydberg‑atom quantum processor where the geometry of atom arrangements causes domain walls to become pinned and breaks the Z₂ symmetry of…
Self-Organized Learning in Oscillatory Neural Networks with Memristive Signed Couplings
Riley Acker, Aman Desai, Garrett Kenyon +1
Oscillatory neural networks (ONNs) have emerged as a promising neuromorphic architecture, leveraging coupled dynamical systems to perform computation and represent information thro…
How to Train Your Resistive Network: Generalized Equilibrium Propagation and Analytical Learning
Jonathan Lin, Aman Desai, Frank Barrows +1
Machine learning is a powerful method of extracting meaning from data; unfortunately, current digital hardware is extremely energy-intensive. There is interest in an alternative an…