Hybrid CNN-SVM Inference Accelerator on FPGA Using HLS

Hybrid CNN-SVM Inference Accelerator on FPGA Using HLS

Convolution neural networks (CNN), support vector machine (SVM) and hybrid CNN-SVM algorithms are widely applied in many fields, including image processing and fault diagnosis. Although many dedicated FPGA accelerators have been proposed for specific networks, such as CNN or SVM, few of them have fo...

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Bibliographic Details
Main Authors: Bing Liu, Yanzhen Zhou, Lei Feng, Hongshuo Fu, Ping Fu
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Electronics
Subjects:
convolution neural network (CNN)
support vector machine (SVM)
field-programmable gate array (FPGA)
hybrid algorithm accelerator
computation mapping
design space exploration (DSE)
Online Access:https://www.mdpi.com/2079-9292/11/14/2208

Internet

https://www.mdpi.com/2079-9292/11/14/2208

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