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NEO: NEuro-Inspired Optimization—A Fractional Time Series Approach

Solving optimization problems is a recurrent theme across different fields, including large-scale machine learning systems and deep learning. Often in practical applications, we encounter objective functions where the Hessian is ill-conditioned, which precludes us from using optimization algorithms...

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Detalles Bibliográficos
Autores principales: Chatterjee, Sarthak, Das, Subhro, Pequito, Sérgio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8491743/
https://www.ncbi.nlm.nih.gov/pubmed/34621183
http://dx.doi.org/10.3389/fphys.2021.724044