Litcius/Paper detail

Natural biomaterial honey-based resistive switching device for artificial synapse in neuromorphic systems

Brandon Sueoka, Kuan Yew Cheong, Feng Zhao

2022Applied Physics Letters28 citationsDOI

Abstract

Resistive switching is a promising technology for artificial synapses, the most critical component and building block of a neural network for brain-inspired neuromorphic computing. The artificial synapse is capable of emulating a signal process and memory functions of biological synapses. The artificial synapse fabricated by natural bioorganic materials is essential for developing soft, flexible, and biocompatible electronics and sustainable, biodegradable, and environmentally friendly neuromorphic systems. In this work, a natural biomaterial—honey based resistive switching device—was demonstrated to emulate some important functionalities of biological synapses, including synaptic potentiation and depression, short-term and long-term memory, spatial summation, and shunting inhibition. The results indicate the potential of honey based resistive switching for artificial synaptic devices in renewable neuromorphic systems and bioelectronics.

Topics & Concepts

Neuromorphic engineeringSynapseBioelectronicsComputer scienceBiocompatible materialMaterials scienceNeuroscienceArtificial neural networkNanotechnologyArtificial intelligenceEngineeringBiomedical engineeringBiologyBiosensorAdvanced Memory and Neural ComputingPhotoreceptor and optogenetics researchNeuroscience and Neural Engineering