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Implementation of Long Short-Term Memory Neural Networks in High-Level Synthesis Targeting FPGAs

Field programmable gate arrays (FPGAs) offer flexibility in programmable systems, making them ideal for hardware implementations of machine learning algorithms. The effectiveness of machine learning (ML) methods has been demonstrated successfully in particle physics computations, particularly in Lar...

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Detalles Bibliográficos
Autor principal: Rao, Richa
Lenguaje:eng
Publicado: 2020
Materias:
Acceso en línea:http://cds.cern.ch/record/2729154