IMPLEMENT CNN NETWORK BASED ON FPGA FOR MNIST HANDWRITING RECOGNITION
Abstract & Details
Research Area
Electronics Engineering
Keywords
Recognize handwriting
Convolutional neural network
CNN
MNIST
Abstract
This article presents a solution to recognize MNIST handwriting using a convolutional neural network (CNN). From the solution, the authors implemented a CNN network on FPGA technology to increase processing speed and reduce power consumption. Through the testing process, the solution has met the basic requirements of the MNIST handwriting recognition problem using the convolutional neural network method.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Hai Ninh Nguyen Thi | Thai Nguyen University of Technology |
| 2 | Anh Dang Thi Ngoc | Thai Nguyen University of Technology |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Thi, Hai Ninh Nguyen & Ngoc, Anh Dang Thi (2024). IMPLEMENT CNN NETWORK BASED ON FPGA FOR MNIST HANDWRITING RECOGNITION. International Journal of Advance Research and Innovative Ideas In Education, 10(3), 2465-2471.
MLA Style
Thi, Hai Ninh Nguyen, and Anh Dang Thi Ngoc. "IMPLEMENT CNN NETWORK BASED ON FPGA FOR MNIST HANDWRITING RECOGNITION." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, 2024, pp. 2465-2471.
IEEE Style
Hai Ninh Nguyen Thi and Anh Dang Thi Ngoc, "IMPLEMENT CNN NETWORK BASED ON FPGA FOR MNIST HANDWRITING RECOGNITION," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, pp. 2465-2471, 2024.
Vancouver Style
Thi Hai Ninh Nguyen, Ngoc Anh Dang Thi. IMPLEMENT CNN NETWORK BASED ON FPGA FOR MNIST HANDWRITING RECOGNITION. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(3):2465-2471.
Harvard Style
Thi, Hai Ninh Nguyen & Ngoc, Anh Dang Thi (2024) 'IMPLEMENT CNN NETWORK BASED ON FPGA FOR MNIST HANDWRITING RECOGNITION', International Journal of Advance Research and Innovative Ideas In Education, 10(3), pp. 2465-2471.
Chicago Style
Thi, Hai Ninh Nguyen and Anh Dang Thi Ngoc. "IMPLEMENT CNN NETWORK BASED ON FPGA FOR MNIST HANDWRITING RECOGNITION." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 2465-2471.
Turabian Style
Thi, Hai Ninh Nguyen and Anh Dang Thi Ngoc. "IMPLEMENT CNN NETWORK BASED ON FPGA FOR MNIST HANDWRITING RECOGNITION." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 2465-2471.
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