JOURNAL ARTICLE

Artificial Tactile Sensing Neuron with Tactile Sensing Ability Based on a Chitosan Memristor

Lu WangPeng ZhangZhiqiang GaoDianzhong Wen

Year: 2024 Journal:   Advanced Science Vol: 11 (19)Pages: e2308610-e2308610   Publisher: Wiley

Abstract

Abstract Owing to the highly parallel network structure of the biological neural network and its triggered processing mode, tactile sensory neurons can realize the perception of external signals and the functions of perception, memory, and data processing by adjusting the synaptic weight. In this paper, a piezoresistive pressure sensor is combined with a memristor to design an artificial tactile sensory neuron. The polyurethane sponge sensor has excellent sensitivity and can convert physical stimuli into electrical signals, and the chitosan‐based memristor has stable bipolar resistive switching characteristics, allowing further information to be memorized and processed. The neuron can respond to tactile stimuli of different degrees, durations, and frequencies; realize potentiation/depression modulation, paired‐pulse facilitation, and spike‐timing‐dependent plasticity; exhibit spike‐rate‐dependent plasticity; and store and erase tactile information through memistor state switching, which has great application potential in biological sensing systems.

Keywords:
Memristor Piezoresistive effect Tactile sensor Neuromorphic engineering Neural facilitation Materials science Tactile perception Sensory system Computer science Synaptic weight Artificial neural network Neuroscience Perception Artificial intelligence Electronic engineering Optoelectronics Psychology Engineering Inhibitory postsynaptic potential Excitatory postsynaptic potential

Metrics

28
Cited By
10.34
FWCI (Field Weighted Citation Impact)
41
Refs
0.97
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Memory and Neural Computing
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Advanced Sensor and Energy Harvesting Materials
Physical Sciences →  Engineering →  Biomedical Engineering
Neuroscience and Neural Engineering
Life Sciences →  Neuroscience →  Cellular and Molecular Neuroscience

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