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Iontronic Neuromorphic Signaling with Conical Microfluidic Memristors

T. M. Kamsma, Willem Q. Boon, Thijs ter Rele, Cristian Spitoni, René van Roij

2023Physical Review Letters97 citationsDOI

Abstract

Experiments have shown that the conductance of conical channels, filled with an aqueous electrolyte, can strongly depend on the history of the applied voltage. These channels hence have a memory and are promising elements in brain-inspired (iontronic) circuits. We show here that the memory of such channels stems from transient concentration polarization over the ionic diffusion time. We derive an analytic approximation for these dynamics which shows good agreement with full finite-element calculations. Using our analytic approximation, we propose an experimentally realizable Hodgkin-Huxley iontronic circuit where micrometer cones take on the role of sodium and potassium channels. Our proposed circuit exhibits key features of neuronal communication such as all-or-none action potentials upon a pulse stimulus and a spike train upon a sustained stimulus.

Topics & Concepts

Neuromorphic engineeringMemristorConical surfaceElectronic circuitConductanceVoltagePolarization (electrochemistry)Electrical elementMaterials sciencePhysicsComputer scienceCondensed matter physicsChemistryArtificial neural networkQuantum mechanicsArtificial intelligenceComposite materialPhysical chemistryAdvanced Memory and Neural ComputingNeural dynamics and brain functionNeuroscience and Neural Engineering
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