Memristive Bionic Circuit Design of Episodic Memory Generation and Recall Related to Olfaction

The design of olfactory bionic circuits is an important part in brain-like intelligence. It has a wide application prospect in the fields of environmental monitoring, disaster warning and unmanned rescue. Episodic memory is an important memory pattern of human brain, which has a deep connection with olfaction. It is promising to study olfactory perception and episodic memory for brain-like perception and information processing in robots. Based on the olfactory perception mechanism and memristor, this work designs a bionic circuit of olfactory episodic memory generation and recall, which simulates the process of olfactory episodic memory generation and recall with the phenomenon of olfactory adaptation, which accords with the physiological connection between olfaction and episodic memory. The simulation results show that the circuit can simulate the process of generating and recalling episodic memory through olfaction, which lays a foundation for the robot to establish the correlation between sensory perception and memory.

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Publication Details

Published
2024-12-13
DOI
https://doi.org/10.1109/icnc64304.2024.10987826
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.00

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article

Memristive Bionic Circuit Design of Episodic Memory Generation and Recall Related to Olfaction

Yiming Jiang, Xiaoping Wang, Jiang Mingxuan
Advanced Memory and Neural Computing
article

Memristive Bionic Circuit Design of Episodic Memory Generation and Recall Related to Olfaction

Yiming Jiang, Xiaoping Wang, Jiang Mingxuan
article en

Abstract

The design of olfactory bionic circuits is an important part in brain-like intelligence. It has a wide application prospect in the fields of environmental monitoring, disaster warning and unmanned rescue. Episodic memory is an important memory pattern of human brain, which has a deep connection with olfaction. It is promising to study olfactory perception and episodic memory for brain-like perception and information processing in robots. Based on the olfactory perception mechanism and memristor, this work designs a bionic circuit of olfactory episodic memory generation and recall, which simulates the process of olfactory episodic memory generation and recall with the phenomenon of olfactory adaptation, which accords with the physiological connection between olfaction and episodic memory. The simulation results show that the circuit can simulate the process of generating and recalling episodic memory through olfaction, which lays a foundation for the robot to establish the correlation between sensory perception and memory.

Huazhong University of Science and Technology (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 72%
Advanced Memory and Neural Computing
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