The Deep Neural Network Compilers for FPGAs: A Survey

In embedded systems, the low-latency, low-power consumption, and reconfigurable FPGA component undertakes the inference operations of a large number of computationally intensive tasks, such as artificial intelligence algorithms, making the deep neural network compiler for FPGAs a hot topic. This FPG...

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Veröffentlicht in:	2023 3rd International Conference on Electronic Information Engineering and Computer Communication (EIECC) S. 677 - 681
Hauptverfasser:	Tian, Jing, Shi, Tianjie, Zhao, Yixuan, Liu, Feiyang
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 22.12.2023
Schlagworte:	algorithm deployment Artificial intelligence artificial intelligence algorithms Artificial neural networks compilers Computational modeling deep neural network FPGA Hardware Inference algorithms Scalability Surveys
Online-Zugang:	Volltext
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