Training an Approximate Logic Dendritic Neuron Model Using Social Learning Particle Swarm Optimization Algorithm

Training an Approximate Logic Dendritic Neuron Model Using Social Learning Particle Swarm Optimization Algorithm

With the rapid development of artificial neural networks, recent studies have shown that dendrites play a vital role in neural computations. In this study, we propose a dendritic neuron model called the approximate logic dendritic neuron model (ALDNM) to solve classification problems. The ALDNM can...

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Bibliographic Details
Main Authors: Shuangyu Song, Xingqian Chen, Cheng Tang, Shuangbao Song, Zheng Tang, Yuki Todo
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
dendritic neuron model
heuristic optimization
classification
pruning
logic circuit
Online Access:https://ieeexplore.ieee.org/document/8853321/

Internet

https://ieeexplore.ieee.org/document/8853321/

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