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The geometry of robustness in spiking neural networks

Neural systems are remarkably robust against various perturbations, a phenomenon that still requires a clear explanation. Here, we graphically illustrate how neural networks can become robust. We study spiking networks that generate low-dimensional representations, and we show that the neurons’ subt...

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Detalles Bibliográficos
Autores principales: Calaim, Nuno, Dehmelt, Florian A, Gonçalves, Pedro J, Machens, Christian K
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307274/
https://www.ncbi.nlm.nih.gov/pubmed/35635432
http://dx.doi.org/10.7554/eLife.73276