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Ion-tunable antiambipolarity in mixed ion–electron conducting polymers enables biorealistic organic electrochemical neurons

Padinhare Cholakkal Harikesh, Chi‐Yuan Yang, Hanyan Wu, Silan Zhang, Mary J. Donahue, April S. Caravaca, Junda Huang, Peder S. Olofsson, Magnus Berggren, Deyu Tu, Simone Fabiano

2023Nature Materials218 citationsDOIOpen Access PDF

Abstract

Biointegrated neuromorphic hardware holds promise for new protocols to record/regulate signalling in biological systems. Making such artificial neural circuits successful requires minimal device/circuit complexity and ion-based operating mechanisms akin to those found in biology. Artificial spiking neurons, based on silicon-based complementary metal-oxide semiconductors or negative differential resistance device circuits, can emulate several neural features but are complicated to fabricate, not biocompatible and lack ion-/chemical-based modulation features. Here we report a biorealistic conductance-based organic electrochemical neuron (c-OECN) using a mixed ion-electron conducting ladder-type polymer with stable ion-tunable antiambipolarity. The latter is used to emulate the activation/inactivation of sodium channels and delayed activation of potassium channels of biological neurons. These c-OECNs can spike at bioplausible frequencies nearing 100 Hz, emulate most critical biological neural features, demonstrate stochastic spiking and enable neurotransmitter-/amino acid-/ion-based spiking modulation, which is then used to stimulate biological nerves in vivo. These combined features are impossible to achieve using previous technologies.

Topics & Concepts

Neuromorphic engineeringMaterials scienceNanotechnologyIon channelIonNeuronComputer scienceBiological systemChemistryArtificial neural networkNeuroscienceArtificial intelligenceBiologyOrganic chemistryReceptorBiochemistryAdvanced Memory and Neural ComputingConducting polymers and applicationsNeuroscience and Neural Engineering
Ion-tunable antiambipolarity in mixed ion–electron conducting polymers enables biorealistic organic electrochemical neurons | Litcius