Dendrite Net: A White-Box Module for Classification, Regression, and System Identification

The simulation of biological dendrite computations is vital for the development of artificial intelligence (AI). This article presents a basic machine-learning (ML) algorithm, called Dendrite Net or DD, just like the support vector machine (SVM) or multilayer perceptron (MLP). DD's main concept...

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Bibliographic Details
Published in:	IEEE transactions on cybernetics Vol. 52; no. 12; pp. 13774 - 13787
Main Authors:	Liu, Gang, Wang, Jing
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.12.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Artificial intelligence artificial intelligence (AI) Biological computing Biological system modeling Classification Computational complexity Computer architecture Controllability Data mining Deep learning Dendrites (neurons) Dendritic structure engineering Machine learning machine learning (ML) Microprocessors Modules Multilayer perceptrons pattern recognition Support vector machines System identification Training
ISSN:	2168-2267, 2168-2275, 2168-2275
Online Access:	Get full text
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