Quasi‐Hodgkin–Huxley Neurons with Leaky Integrate‐and‐Fire Functions Physically Realized with Memristive Devices

• Published in: Advanced materials (Weinheim) Vol. 31; no. 3; pp. e1803849 - n/a
• Main Authors: Huang, He‐Ming, Yang, Rui, Tan, Zheng‐Hua, He, Hui‐Kai, Zhou, Wen, Xiong, Jue, Guo, Xin
• Format: Journal Article
• Language: English
• Published: Germany Wiley Subscription Services, Inc 01.01.2019
• Subjects: Action Potentials; Animals; Biomimetics; Brain; Computing time; Electrical Equipment and Supplies; Equipment Design; leaky integrate‐and‐fire; Materials science; Memory devices; memristive devices; Memristors; Migration; Models, Neurological; Neurons; Neurons - physiology; Oxygen ions; Polystyrene resins; proton migration; Protons; quasi‐Hodgkin–Huxley neurons; leaky integrate-and-fire; memristive devices; proton migration; quasi-Hodgkin-Huxley neurons

Artificial neurons with functions such as leaky integrate‐and‐fire (LIF) and spike output are essential for brain‐inspired computation with high efficiency. However, previously implemented artificial neurons, e.g., Hodgkin–Huxley (HH) neurons, integrate‐and‐fire (IF) neurons, and LIF neurons, only a...