Reservoir computing using back-end-of-line SiC-based memristors
Dongkai Guo, Omesh Kapur, Peng Dai, Yisong Han, Richard Beanland, Liudi Jiang, C.H. de Groot, Ruomeng Huang
Abstract
This work experimentally implements a physical reservoir computing system using a back-end-of-line SiC thin film based memristor to achieve pattern recognition with high accuracy.
Topics & Concepts
MemristorLine (geometry)Reservoir computingComputer scienceWork (physics)Materials scienceElectronic engineeringMechanical engineeringArtificial intelligenceEngineeringMathematicsArtificial neural networkGeometryRecurrent neural networkAdvanced Memory and Neural ComputingNeural Networks and Reservoir ComputingNeural dynamics and brain function