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Interval Adjoint Significance Analysis for Neural Networks

Optimal neural network architecture is a very important factor for computational complexity and memory footprints of neural networks. In this regard, a robust pruning method based on interval adjoints significance analysis is presented in this paper to prune irrelevant and redundant nodes from a neu...

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Publicat a:Computational Science – ICCS 2020
Autors principals: Afghan, Sher, Naumann, Uwe
Format: Artigo
Idioma:Inglês
Publicat: 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7304012/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-50420-5_27
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