MNIST Handwritten Digit Classification Based on Convolutional Neural Network with Hyperparameter Optimization

Author:

Shao Haijian,Ma Edwin,Zhu Ming,Deng Xing,Zhai Shengjie

Publisher

Computers, Materials and Continua (Tech Science Press)

Subject

Artificial Intelligence,Computational Theory and Mathematics,Theoretical Computer Science,Software

Reference36 articles.

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5. Pattern Recognition in Handwriting

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1. Abstraction and decision fusion architecture for resource-aware image understanding with application on handwriting character classification;Applied Soft Computing;2024-09

2. MNSIT Handwritten Digit Recognition using CNN;2024 5th International Conference on Image Processing and Capsule Networks (ICIPCN);2024-07-03

3. Analysing Digits with Sequential Convolutional Neural Networks and Adam Optimizer;2024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS);2024-06-28

4. Exploring Numerical Analysis with Sequential Convolutional Neural Networks Leveraging Adam Optimization Technique;2024 International Conference on Innovations and Challenges in Emerging Technologies (ICICET);2024-06-07

5. Handwriting Classification of Numbers and Writing Data using the Convolutional Neural Network Model (CNN);2023 International Workshop on Artificial Intelligence and Image Processing (IWAIIP);2023-12-01

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