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Accelerate Scientific Deep Learning Models on Heterogeneous Computing Platform with FPGA

AI and deep learning are experiencing explosive growth in almost every domain involving analysis of big data. Deep learning using Deep Neural Networks (DNNs) has shown great promise for such scientific data analysis applications. However, traditional CPU-based sequential computing without special in...

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Detalles Bibliográficos
Autores principales: Jiang, Chao, Ojika, David, Vallecorsa, Sofia, Kurth, Thorsten, Prabhat, Patel, Bhavesh, Lam, Herman
Lenguaje:eng
Publicado: 2020
Materias:
Acceso en línea:https://dx.doi.org/10.1051/epjconf/202024509014
http://cds.cern.ch/record/2753441