3D-structured mesoporous silica memristors for neuromorphic switching and reservoir computing
Ayoub H. Jaafar, Li Shao, Peng Dai, Tongjun Zhang, Yisong Han, Richard Beanland, Neil T. Kemp, Philip N. Bartlett, Andrew L. Hector, Ruomeng Huang
Abstract
thin films opens the route to fabricate a simple and low cost dynamic memristor with a temporal information process functionality, which is essential for neuromorphic computing applications.
Topics & Concepts
Neuromorphic engineeringMemristorReservoir computingMesoporous silicaMesoporous materialMaterials scienceComputer scienceComputer architectureNanotechnologyArtificial intelligenceArtificial neural networkChemistryEngineeringElectronic engineeringRecurrent neural networkBiochemistryCatalysisAdvanced Memory and Neural ComputingNeural Networks and Reservoir ComputingNeural dynamics and brain function