Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation

Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation

A major archetype of artificial intelligence is developing algorithms facilitating temporal efficiency and accuracy while boosting the generalization performance. Even with the latest developments in machine learning, a key limitation has been the inefficient feature extraction from the initial data...

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Bibliographic Details
Main Authors: Meric Yucel, Serdar Bagis, Ahmet Sertbas, Mehmet Sarikaya, Burak Berk Ustundag
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Entropy
Subjects:
clustering
codebook generation
cortical coding model
distortion
entropy maximization
execution time
Online Access:https://www.mdpi.com/1099-4300/24/11/1678

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