Characterization of Generalizability of Spike Timing Dependent Plasticity Trained Spiking Neural Networks

A Spiking Neural Network (SNN) is trained with Spike Timing Dependent Plasticity (STDP), which is a neuro-inspired unsupervised learning method for various machine learning applications. This paper studies the generalizability properties of the STDP learning processes using the Hausdorff dimension o...

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Detalles Bibliográficos
Autores principales: Chakraborty, Biswadeep, Mukhopadhyay, Saibal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8589121/
https://www.ncbi.nlm.nih.gov/pubmed/34776837
http://dx.doi.org/10.3389/fnins.2021.695357

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8589121/
https://www.ncbi.nlm.nih.gov/pubmed/34776837
http://dx.doi.org/10.3389/fnins.2021.695357

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