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Design of a 2-Bit Neural Network Quantizer for Laplacian Source

Achieving real-time inference is one of the major issues in contemporary neural network applications, as complex algorithms are frequently being deployed to mobile devices that have constrained storage and computing power. Moving from a full-precision neural network model to a lower representation b...

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Detalles Bibliográficos
Autores principales: Perić, Zoran, Savić, Milan, Simić, Nikola, Denić, Bojan, Despotović, Vladimir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8393619/
https://www.ncbi.nlm.nih.gov/pubmed/34441074
http://dx.doi.org/10.3390/e23080933