English

Neuromorphic Computing with Microfluidic Memristors

Soft Condensed Matter 2026-04-08 v2

Abstract

Conical microfluidic channels filled with electrolytes exhibit volatile memristive behavior, offering a promising platform for energy-efficient, neuromorphic computing. Here, we integrate these iontronic channels as additional nonlinear elements in nonlinear Shinriki-inspired oscillators and demonstrate that they exhibit alternating chaotic and non-chaotic dynamics across a broad frequency range. Exploiting this behavior, we construct XOR and NAND gates by coupling three Memriki oscillators, and we further realize the full set of standard logic gates through combinations of NAND gates. Our results establish a new paradigm for iontronic computing and open avenues for scalable, low-power logical operations in microfluidic and bio-inspired systems.

Keywords

Cite

@article{arxiv.2503.13386,
  title  = {Neuromorphic Computing with Microfluidic Memristors},
  author = {Nex C. X. Stuhlmüller and René van Roij and Marjolein Dijkstra},
  journal= {arXiv preprint arXiv:2503.13386},
  year   = {2026}
}

Comments

10 pages, 7 figures

R2 v1 2026-06-28T22:23:55.540Z