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Title: :  IMPLEMENT CNN NETWORK BASED ON FPGA FOR MNIST HANDWRITING RECOGNITION
PaperId: :  23952
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-23952
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Hai Ninh Nguyen ThiThai Nguyen University of Technology
Anh Dang Thi NgocThai Nguyen University of Technology

Abstract

Electronics Engineering
Recognize handwriting, Convolutional neural network, CNN, MNIST
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.

Citations

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IJARIIE 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 Volume 10 Issue 3 2024 Page 2465-2471
MLA 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 10.3(2024) : 2465-2471.
APA Hai Ninh Nguyen Thi, & Anh Dang Thi Ngoc. (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.
Chicago 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 10, no. 3 (2024) : 2465-2471.
Oxford 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, 2024, p. 2465-2471. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/IMPLEMENT_CNN_NETWORK_BASED_ON_FPGA_FOR_MNIST_HANDWRITING_RECOGNITION_ijariie23952.pdf (Accessed : 28 May 2024).
Harvard Hai Ninh Nguyen Thi, and Anh Dang Thi Ngoc. (2024) 'IMPLEMENT CNN NETWORK BASED ON FPGA FOR MNIST HANDWRITING RECOGNITION', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 2465-2471IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/IMPLEMENT_CNN_NETWORK_BASED_ON_FPGA_FOR_MNIST_HANDWRITING_RECOGNITION_ijariie23952.pdf (Accessed : 28 May 2024)
IEEE 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, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/IMPLEMENT_CNN_NETWORK_BASED_ON_FPGA_FOR_MNIST_HANDWRITING_RECOGNITION_ijariie23952.pdf [Accessed : 28 May 2024].
Turabian 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 [Online]. volume 10 number 3 (28 May 2024).
Vancouver 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 [Internet]. 2024 [Cited : 28 May 2024]; 10(3) : 2465-2471. Available from: https://ijariie.com/AdminUploadPdf/IMPLEMENT_CNN_NETWORK_BASED_ON_FPGA_FOR_MNIST_HANDWRITING_RECOGNITION_ijariie23952.pdf
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