Numeric-Digit Identifier based on Convolutional Neural Networks on Field-Programmable Gate Array

Convolutional Neural Networks (CNNs) are increasingly employed for voice recognition, image segmentation, and digit classification. Hardware support techniques are required as the need for processing power rises, and programmable hardware such as FPGAs are ideal for CNN workloads. The suggested appr...

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Vydané v:	2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC) s. 82 - 87
Hlavní autori:	VinothKumar, C, Kannan, N
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 06.07.2023
Predmet:	Complexity theory Convolution Convolutional Neural Network (CNN) Convolutional neural networks Design methodology Digit recognition Field Programming Gate Array (FPGA) Hardware MNIST dataset Reconfigurable logic Speech recognition Xilinx Zynq
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