Paper Title :RNN based Music Generation Algorithm on GPUs VS FPGAs
Author :Vidya Nyayapati, Garvit Joshi, Jasvinder Singh, Aishwarya Karmarkar, Shivani Shrivastava
Article Citation :Vidya Nyayapati ,Garvit Joshi ,Jasvinder Singh ,Aishwarya Karmarkar ,Shivani Shrivastava ,
(2018 ) " RNN based Music Generation Algorithm on GPUs VS FPGAs " ,
International Journal of Electrical, Electronics and Data Communication (IJEEDC) ,
pp. 40-43,
Volume-6,Issue-4
Abstract : The paper aims at analysing the efficiency of RNN based neural net on both the GPUs and the FPGAs. While
GPUs are used in deep learning modules on day to day basis but the FPGAs are not used often this filed. This paper
describes the process of constructing a deep learning module based on RNN to generate musical symphonies and compares
this algorithm on the FPGAs and GPUs to determine the ideal hardware required for max efficiency.
Type : Research paper
Published : Volume-6,Issue-4
DOIONLINE NO - IJEEDC-IRAJ-DOIONLINE-11953
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Copyright: © Institute of Research and Journals
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Published on 2018-06-26 |
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