Advanced artificial synaptic thin-film transistor based on doped potassium ions for neuromorphic computing <i>via</i> third-generation neural network
Yixin Cao, Tianshi Zhao, Chun Zhao, Chun Zhao, Yina Liu, Pengfei Song, Hao Gao, Ce Zhou Zhao, Ce Zhou Zhao
Abstract
A novel technology of doping potassium ions to enhance the synaptic characteristics of synaptic thin-film transistors. The classifier of Spiking Neural Network with significant energy efficiency was successfully operated based on the proposed device.
Topics & Concepts
Neuromorphic engineeringMaterials scienceDopingArtificial neural networkIonThin-film transistorTransistorOptoelectronicsThin filmNanotechnologyComputer scienceArtificial intelligenceVoltageElectrical engineeringEngineeringChemistryOrganic chemistryLayer (electronics)Advanced Memory and Neural ComputingNeuroscience and Neural EngineeringNeural dynamics and brain function