Improved field programmable gatearraybased accelerator of deep neural networkusing opencl

Being compute-intensive and memory expensive, it is hard to deploy Deep Neural Network (DNN) based models into the embedded devices. Despite recent studies that have shown the efforts to explore the Field Programmable Gate Array (FPGA) as an alternative to deploy DNN-based models such as AlexNet and...

Full description

Bibliographic Details
Main Author: Yap, June Wai
Format: Thesis
Language:English
English
Published: 2022
Online Access:http://eprints.utem.edu.my/id/eprint/26977/1/Improved%20field%20programmable%20gatearraybased%20accelerator%20of%20deep%20neural%20networkusing%20opencl.pdf
http://eprints.utem.edu.my/id/eprint/26977/2/Improved%20field%20programmable%20gatearraybased%20accelerator%20of%20deep%20neural%20networkusing%20opencl.pdf