An Analysis of the Cluster-Detecting Property of the BCM Neuron

The BCM learning rule, named for Elie Bienenstock, Leon Cooper, and Paul Munro, was first proposed to measure the selectivity of neurons in the primary visual cortex and its dependency on neuronal inputs. We show that an artificial BCM neuron has the ability to detect clusters in a dataset. By explo...

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Bibliographic Details
Published in:Computing Open
Main Author: Lawrence Udeigwe
Format: Article
Language:English
Published: World Scientific Publishing 2024-01-01
Subjects:
Online Access:https://www.worldscientific.com/doi/10.1142/S2972370124500028