FPGA Acceleration of CNNs Using OpenCL

abstract: Convolutional Neural Network (CNN) has achieved state-of-the-art performance in numerous applications like computer vision, natural language processing, robotics etc. The advancement of High-Performance Computing systems equipped with dedicated hardware accelerators has also paved the way...

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Bibliographic Details
Other Authors: Ravi, Pravin Kumar (Author)
Format: Dissertation
Language:English
Published: 2020
Subjects:
CNN
NN
Online Access:http://hdl.handle.net/2286/R.I.62818