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FPGA-Based Optical Surface Inspection of Wind Turbine Rotor Blades Using Quantized Neural Networks
Quantization of the weights and activations of a neural network is a way to drastically reduce necessary memory accesses and to replace arithmetic operations with bit-wise operations. This is especially beneficial for the implementation on field-programmable gate array (FPGA) technology that is part...
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| Autori principali: | , , |
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| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
MDPI AG
2020-11-01
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| Serie: | Electronics |
| Soggetti: | |
| Accesso online: | https://www.mdpi.com/2079-9292/9/11/1824 |
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