One-Transistor One-Memristor based Universal Oscillating Units for Spike-Encoding Artificial Sensory Neuron

Lesheng Qiao, Shuo Ke, Kailu Shi, Yixin Zhu, Huiwu Mao,Jia Sun, Qing Wan, Changjin Wan

IEEE Electron Device Letters(2024)

Cited 0|Views2
No score
Abstract
In this work, we report a universal oscillating unit for spike-encoding artificial sensory neuron based on one InGaZnO transistor and one TaO X memristor. The high I ON /I OFF ratio (>10 8 ) of the transistor facilitates the spikes generation through the memristor with a wide frequency range of ~3 orders of magnitude (3-1667 Hz) and a low power consumption of 15.2 pJ/spike. More importantly, the unit operates at voltage mode, which makes it possible to integrate with various types of sensors. As a proof-of-concept, an artificial visual neuron is built based on such unit, which well simulates depth perception function. These results indicate that our device can be regarded as a building block for artificial sensory systems with high biofidelity.
More
Translated text
Key words
artificial sensory neuron,spiking neuron,diffusive memristor,IGZO transistor
AI Read Science
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined