Power Efficient Design of High-Performance Convolutional Neural Networks Hardware Accelerator on FPGA: A Case Study With GoogLeNet

Convolutional neural networks (CNNs) have dominated image recognition and object detection models in the last few years. They can achieve the highest accuracies with several applications such as automotive and biomedical applications. CNNs are usually implemented by using Graphical Processing Units...

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Autores principales: Ahmed J. Abd El-Maksoud, Mohamed Ebbed, Ahmed H. Khalil, Hassan Mostafa
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
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Acceso en línea:https://doaj.org/article/76953a014d404d07a2d8a929652c98f7
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