A Bio-Inspired Learning Dendritic Motion Detection Framework with Direction-Selective Horizontal Cells

A Bio-Inspired Learning Dendritic Motion Detection Framework with Direction-Selective Horizontal Cells

Motion direction detection is an essential task for both computer vision and neuroscience. Inspired by the biological theory of the human visual system, we proposed a learnable horizontal-cell-based dendritic neuron model (HCdM) that captures motion direction with high efficiency while remaining hig...

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Bibliographic Details
Main Authors: Tianqi Chen, Yuki Todo, Zhiyu Qiu, Yuxiao Hua, Hiroki Sugiura, Zheng Tang
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Biomimetics
Subjects:
motion direction detection
artificial visual system
dendritic neuron model
synaptic learning
machine learning
bio-inspired model
Online Access:https://www.mdpi.com/2313-7673/10/5/286
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