Advanced iontronic spiking modes with multiscale diffusive dynamics in a fluidic circuit

T. M. Kamsma*, E. A. Rossing, C. Spitoni, R. van Roij*

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Fluidic iontronics is emerging as a distinctive platform for implementing neuromorphic circuits, characterised by its reliance on the same aqueous medium and ionic signal carriers as the brain. Drawing upon recent theoretical advancements in both iontronic spiking circuits and in dynamic conductance of conical ion channels, which form fluidic memristors, we expand the repertoire of proposed neuronal spiking dynamics in iontronic circuits. Through a modelled circuit containing channels that carry a bipolar surface charge, we extract phasic bursting, mixed-mode spiking, tonic bursting, and threshold variability, all with spike voltages and frequencies within the typical range for mammalian neurons. These features are possible due to the strong dependence of the typical conductance memory retention time on the channel length, enabling timescales varying from individual spikes to bursts of multiple spikes within a single circuit. These advanced forms of neuronal-like spiking support the exploration of aqueous iontronics as an interesting platform for neuromorphic circuits.
Original languageEnglish
Article number024003
Number of pages10
JournalNeuromorphic Computing and Engineering
Volume4
Issue number2
DOIs
Publication statusPublished - 1 Jun 2024

Bibliographical note

Publisher Copyright:
© 2024 The Author(s). Published by IOP Publishing Ltd

Keywords

  • Ion channel memristor
  • Iontronic spiking
  • Microfluidic circuit
  • Mixed mode spiking
  • Phasic bursting
  • Threshold variability
  • Tonic bursting

Fingerprint

Dive into the research topics of 'Advanced iontronic spiking modes with multiscale diffusive dynamics in a fluidic circuit'. Together they form a unique fingerprint.

Cite this