Brain‐Like Biomimetic Circuit Design Based on Memristor

ABSTRACT In this work, inspired by the neural mechanisms of the human brain, a brain‐like biomimetic circuit based on visual information processing is proposed. The circuit is mainly composed of test module, cognitive module, categorization module, and output module. The cognitive module mimics the function of memory neurons in the brain, generating memory potentials to store information while receiving visual information stimuli. The categorization module mimics the function of the visual cortex, enabling the conversion from memory to action. I verified the feasibility of this circuit for information processing using LTspice. This study provides new ideas and insights for the future development of visual information processing technology for electronic products.

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Publication Details

Journal
International Journal of Circuit Theory and Applications
Published
2024-12-12
DOI
https://doi.org/10.1002/cta.4399
Citations
1
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.21
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article

Brain‐Like Biomimetic Circuit Design Based on Memristor

Lixin Liu
1 citations
International Journal of Circuit Theory and Applications
Advanced Memory and Neural Computing
0.21
article

Brain‐Like Biomimetic Circuit Design Based on Memristor

Lixin Liu
article en
1 citations

Abstract

ABSTRACT In this work, inspired by the neural mechanisms of the human brain, a brain‐like biomimetic circuit based on visual information processing is proposed. The circuit is mainly composed of test module, cognitive module, categorization module, and output module. The cognitive module mimics the function of memory neurons in the brain, generating memory potentials to store information while receiving visual information stimuli. The categorization module mimics the function of the visual cortex, enabling the conversion from memory to action. I verified the feasibility of this circuit for information processing using LTspice. This study provides new ideas and insights for the future development of visual information processing technology for electronic products.

International Journal of Circuit Theory and ApplicationsVol. 53(9)
Shandong University of Science and Technology (CN)
Openalex Percentile: Top 45%
Advanced Memory and Neural Computing
0.21
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Brain‐Like Biomimetic Circuit Design Based on Memristor — Lixin Liu · International Journal of Circuit Theory and Applications (2024) | TGRS Research Map | TGRS