Learning Dendritic-Neuron-Based Motion Detection for RGB Images: A Biomimetic Approach

Learning Dendritic-Neuron-Based Motion Detection for RGB Images: A Biomimetic Approach

In this study, we designed a biomimetic artificial visual system (AVS) inspired by biological visual system that can process RGB images. Our approach begins by mimicking the photoreceptor cone cells to simulate the initial input processing followed by a learnable dendritic neuron model to replicate...

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Bibliographic Details
Main Authors: Tianqi Chen, Yuki Todo, Zhiyu Qiu, Yuxiao Hua, Delai Qiu, Xugang Wang, Zheng Tang
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Biomimetics
Subjects:
artificial visual system
neural network
dendritic neuron
motion direction detection
deep learning
Online Access:https://www.mdpi.com/2313-7673/10/1/11
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