Versatile memristor for memory and neuromorphic computing
Tao Guo, Kangqiang Pan, Yixuan Jiao, Bai Sun, Cheng Du, Joel P. Mills, Zuolong Chen, Xiaoye Zhao, Lan Wei, Y. Zhou, Yimin A. Wu
Abstract
. The leaky integrate-and-fire (LIF) neuron model and artificial synapse based on the device have been studied. Such a versatile memristor enables non-volatile memory, selectors, artificial neurons, and artificial synapses, which will provide advantages regarding circuit simplification, fabrication processes, and manufacturing costs.
Topics & Concepts
Neuromorphic engineeringMemristorComputer architectureComputer scienceArtificial intelligenceElectronic engineeringArtificial neural networkEngineeringAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance DevicesPhotoreceptor and optogenetics research