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Interfacing Biology and Electronics with Memristive Materials

Ioulia Tzouvadaki, Paschalis Gkoupidenis, Stefano Vassanelli, Shiwei Wang, Themis Prodromakis

2023Advanced Materials52 citationsDOIOpen Access PDF

Abstract

Memristive technologies promise to have a large impact on modern electronics, particularly in the areas of reconfigurable computing and artificial intelligence (AI) hardware. Meanwhile, the evolution of memristive materials alongside the technological progress is opening application perspectives also in the biomedical field, particularly for implantable and lab-on-a-chip devices where advanced sensing technologies generate a large amount of data. Memristive devices are emerging as bioelectronic links merging biosensing with computation, acting as physical processors of analog signals or in the framework of advanced digital computing architectures. Recent developments in the processing of electrical neural signals, as well as on transduction and processing of chemical biomarkers of neural and endocrine functions, are reviewed. It is concluded with a critical perspective on the future applicability of memristive devices as pivotal building blocks in bio-AI fusion concepts and bionic schemes.

Topics & Concepts

InterfacingElectronicsNeuromorphic engineeringComputer scienceNanotechnologyMemristorComputer architectureDigital signal processingSignal processingElectronic engineeringArtificial neural networkArtificial intelligenceMaterials scienceElectrical engineeringEngineeringComputer hardwareAdvanced Memory and Neural ComputingPhotoreceptor and optogenetics researchNeuroscience and Neural Engineering
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