Memcapacitors in neuromorphic architectures: the mechanisms, challenges, and applications
Kuan‐Ting Chen, Li‐Chung Shih, Yu-Chieh Chen, Kuan‐Han Lin, Jen‐Sue Chen
Abstract
This work examines the four fundamental physical mechanisms of memcapacitive devices for synaptic emulation and computational applications, highlighting key challenges and future prospects in neuromorphic hardware.
Topics & Concepts
Neuromorphic engineeringMaterials scienceComputer architectureNanotechnologyEngineering physicsSystems engineeringComputer scienceArtificial intelligenceArtificial neural networkEngineeringAdvanced Memory and Neural ComputingSupercapacitor Materials and FabricationFerroelectric and Negative Capacitance Devices