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Neuromorphic Liquids, Colloids, and Gels: A Review

Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Konrad Szaciłowski, Andrew Adamatzky

2022ChemPhysChem36 citationsDOIOpen Access PDF

Abstract

Advances in flexible electronic devices and robotic software require that sensors and controllers be virtually devoid of traditional electronic components, be deformable and stretch-resistant. Liquid electronic devices that mimic biological synapses would make an ideal core component for flexible liquid circuits. This is due to their unbeatable features such as flexibility, reconfiguration, fault tolerance. To mimic synaptic functions in fluids we need to imitate dynamics and complexity similar to those that occurring in living systems. Mimicking ionic movements are considered as the simplest platform for implementation of neuromorphic in material computing systems. We overview a series of experimental laboratory prototypes where neuromorphic systems are implemented in liquids, colloids and gels.

Topics & Concepts

Neuromorphic engineeringControl reconfigurationFlexibility (engineering)Ionic liquidNanotechnologyComputer scienceElectronic componentComponent (thermodynamics)Electronic circuitElectronic materialsSoftwareRoboticsMaterials scienceComputer architectureArtificial intelligenceRobotArtificial neural networkEmbedded systemChemistryEngineeringPhysicsElectrical engineeringMathematicsCatalysisStatisticsProgramming languageBiochemistryThermodynamicsAdvanced Memory and Neural ComputingNeural dynamics and brain functionPhotoreceptor and optogenetics research
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