A Gaussian Mixture Model-Based Unsupervised Dendritic Artificial Visual System for Motion Direction Detection

A Gaussian Mixture Model-Based Unsupervised Dendritic Artificial Visual System for Motion Direction Detection

Motion perception is a fundamental function of biological visual systems, enabling organisms to navigate dynamic environments, detect threats, and track moving objects. Inspired by the mechanisms of biological motion processing, we propose an Unsupervised Artificial Visual System for motion directio...

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Bibliographic Details
Main Authors: Zhiyu Qiu, Yuxiao Hua, Tianqi Chen, Yuki Todo, Zheng Tang, Delai Qiu, Chunping Chu
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Biomimetics
Subjects:
artificial visual system
unsupervised learning
neuron
motion direction detection
GMM
Online Access:https://www.mdpi.com/2313-7673/10/5/332
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