Regularized Spectral Spike Response Model: A Neuron Model for Robust Parameter Reduction

The modeling procedure of current biological neuron models is hindered by either hyperparameter optimization or overparameterization, which limits their application to a variety of biologically realistic tasks. This article proposes a novel neuron model called the Regularized Spectral Spike Response...

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Bibliographic Details
Main Authors: Yinuo Zeng, Wendi Bao, Liying Tao, Die Hu, Zonglin Yang, Liren Yang, Delong Shang
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Brain Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3425/12/8/1008