A Study on Teaching Quality Improvement of Microcontroller Principles and Applications Course Based on Convolutional Neural Networks

[1] Gong, F. (2024, May). The Exploration and Research of Talent Training Ideas in Interdisciplinary Background. In 2024 3rd International Conference on Humanities, Wisdom Education and Service Management (HWESM 2024) (pp. 227-235). Atlantis Press. Gong F. ( 2024 , May ). The Exploration and Research of Talent Training Ideas in Interdisciplinary Background . In 2024 3rd International Conference on Humanities, Wisdom Education and Service Management (HWESM 2024) (pp. 227 - 235 ). Atlantis Press . Search in Google Scholar

[2] Long, X. (2023, July). Research and Practice of Student-Oriented Teaching Reform of the Course “Principles and Applications of Single-Chip Microcomputer”. In 2023 2nd International Conference on Educational Innovation and Multimedia Technology (EIMT 2023) (pp. 940-950). Atlantis Press. Long X. ( 2023 , July ). Research and Practice of Student-Oriented Teaching Reform of the Course “Principles and Applications of Single-Chip Microcomputer” . In 2023 2nd International Conference on Educational Innovation and Multimedia Technology (EIMT 2023) (pp. 940 - 950 ). Atlantis Press . Search in Google Scholar

[3] Jia, T., Lu, J., & Liu, Y. (2022). Research and Practice on the Mixed Teaching of Mcu Course in Electronic Information Course System. Curriculum and Teaching Methodology, 5(13), 45-52. Jia T. Lu J. Liu Y. ( 2022 ). Research and Practice on the Mixed Teaching of Mcu Course in Electronic Information Course System . Curriculum and Teaching Methodology , 5 ( 13 ), 45 - 52 . Search in Google Scholar

[4] Wang, L., Ren, J., Ru, F., & Cao, W. (2021, November). Research on Computer Teaching Innovation in Secondary Vocational Schools Based on CDIO:—Take “Single-Chip Microcomputer Principles and Applications” as an example. In 2021 2nd International Conference on Information Science and Education (ICISE-IE) (pp. 1563-1566). IEEE. Wang L. Ren J. Ru F. Cao W. ( 2021 , November ). Research on Computer Teaching Innovation in Secondary Vocational Schools Based on CDIO:—Take “Single-Chip Microcomputer Principles and Applications” as an example . In 2021 2nd International Conference on Information Science and Education (ICISE-IE) (pp. 1563 - 1566 ). IEEE . Search in Google Scholar

[5] Hao, S., Ma, Y., & Sun, B. (2019, July). Teaching Research of Single-chip Microcomputer Principle Based on Knowledge Architecture. In IOP Conference Series: Materials Science and Engineering (Vol. 569, No. 5, p. 052078). IOP Publishing. Hao S. Ma Y. Sun B. ( 2019 , July ). Teaching Research of Single-chip Microcomputer Principle Based on Knowledge Architecture . In IOP Conference Series: Materials Science and Engineering (Vol. 569 , No. 5 , p. 052078 ). IOP Publishing . Search in Google Scholar

[6] Xu, X. (2022). Teaching Reform of “Microcomputer Principle and Application” Course for OBE. Open Access Library Journal, 9(12), 1-9. Xu X. ( 2022 ). Teaching Reform of “Microcomputer Principle and Application” Course for OBE . Open Access Library Journal , 9 ( 12 ), 1 - 9 . Search in Google Scholar

[7] Zhao, C., & Wang, N. (2018). Research on Teaching Reform of “Single Chip Microcomputer Principle” Based on Technical Ability Cultivation. In 8th International Conference on Education, Management, Computer and Society (EMCS 2018), Shenyang, China. https://doi.org/10.25236/emcs. Zhao C. Wang N. ( 2018 ). Research on Teaching Reform of “Single Chip Microcomputer Principle” Based on Technical Ability Cultivation . In 8th International Conference on Education, Management, Computer and Society (EMCS 2018) , Shenyang, China . https://doi.org/10.25236/emcs . Search in Google Scholar

[8] Chen, G., Wang, L., Yang, X., Li, H., & Li, Y. (2018, March). Case Based Teaching of Microcomputer Principle and Application. In 2018 International Conference on Mechanical, Electronic, Control and Automation Engineering (MECAE 2018) (pp. 140-143). Atlantis Press. Chen G. Wang L. Yang X. Li H. Li Y. ( 2018 , March ). Case Based Teaching of Microcomputer Principle and Application . In 2018 International Conference on Mechanical, Electronic, Control and Automation Engineering (MECAE 2018) (pp. 140 - 143 ). Atlantis Press . Search in Google Scholar

[9] Gao, Y., Pan, Z., & Xu, X. (2022, May). Research on Teaching Effect Evaluation Model of Single Chip Microcomputer Principle Based on Fruit Fly Optimization Algorithm. In 2022 7th International Conference on Information and Network Technologies (ICINT) (pp. 103-107). IEEE. Gao Y. Pan Z. Xu X. ( 2022 , May ). Research on Teaching Effect Evaluation Model of Single Chip Microcomputer Principle Based on Fruit Fly Optimization Algorithm . In 2022 7th International Conference on Information and Network Technologies (ICINT) (pp. 103 - 107 ). IEEE . Search in Google Scholar

[10] Jianqiao, L., Haichao, W., Yang, W., Guohua, J., Zhaoxia, Z., Ce, F., & Sheng, B. (2022). Research on Online and Offline Mixed Teaching of Single Chip Microcomputer Application Practice Course. Advances in Educational Technology and Psychology, 6(12), 44-48. Jianqiao L. Haichao W. Yang W. Guohua J. Zhaoxia Z. Ce F. Sheng B. ( 2022 ). Research on Online and Offline Mixed Teaching of Single Chip Microcomputer Application Practice Course . Advances in Educational Technology and Psychology , 6 ( 12 ), 44 - 48 . Search in Google Scholar

[11] Xu, X. (2022). OBE Integrated Teaching Practice of Single-Chip Microcomputer Course. Open Access Library Journal, 9(11), 1-7. Xu X. ( 2022 ). OBE Integrated Teaching Practice of Single-Chip Microcomputer Course . Open Access Library Journal , 9 ( 11 ), 1 - 7 . Search in Google Scholar

[12] Si, K., & Zhan, L. (2018, December). Exploration and Practice of Single Chip Microcomputer Curriculum Reform Based on Project-based Teaching. In 2018 8th International Conference on Management, Education and Information (MEICI 2018) (pp. 696-699). Atlantis Press. Si K. Zhan L. ( 2018 , December ). Exploration and Practice of Single Chip Microcomputer Curriculum Reform Based on Project-based Teaching . In 2018 8th International Conference on Management, Education and Information (MEICI 2018) (pp. 696 - 699 ). Atlantis Press . Search in Google Scholar

[13] Zhu, T., & Yan, B. (2023). Analysis on Online Teaching of Microcontroller Experiment Course. Adult and Higher Education, 5(13), 38-43. Zhu T. Yan B. ( 2023 ). Analysis on Online Teaching of Microcontroller Experiment Course . Adult and Higher Education , 5 ( 13 ), 38 - 43 . Search in Google Scholar

[14] Liang, C., Zhu, H., Lv, D., & Yang, X. (2023, September). Exploration and Practice of Hybrid Teaching Mode in the Course of “Principles and Applications of Microcontrollers”. In 2023 4th International Conference on Big Data and Informatization Education (ICBDIE 2023) (pp. 963-969). Atlantis Press. Liang C. Zhu H. Lv D. Yang X. ( 2023 , September ). Exploration and Practice of Hybrid Teaching Mode in the Course of “Principles and Applications of Microcontrollers” . In 2023 4th International Conference on Big Data and Informatization Education (ICBDIE 2023) (pp. 963 - 969 ). Atlantis Press . Search in Google Scholar

[15] Qiu, G. (2024). Research on the Application of Blended Teaching Method in Microcontroller Principles and Applications Course. Education Reform and Development, 6(8), 159-164. Qiu G. ( 2024 ). Research on the Application of Blended Teaching Method in Microcontroller Principles and Applications Course . Education Reform and Development , 6 ( 8 ), 159 - 164 . Search in Google Scholar

[16] Tong, Y., & Song, P. (2018, January). Research on blended teaching model in the teaching of’micro-controller principles and applications’. In Proceedings of the 6th International Conference on Information and Education Technology (pp. 38-41). Tong Y. Song P. ( 2018 , January ). Research on blended teaching model in the teaching of’micro-controller principles and applications’ . In Proceedings of the 6th International Conference on Information and Education Technology (pp. 38 - 41 ). Search in Google Scholar

[17] Jin-gang, J., Jia-wei, Z., Hai-yan, D., Kai-rui, W., Ye, D., & De-dong, T. (2024, March). Application of Flipped Classroom Teaching Method in the Single-Chip Microcomputer Course. In 2024 13th International Conference on Educational and Information Technology (ICEIT) (pp. 184-188). IEEE. Jin-gang J. Jia-wei Z. Hai-yan D. Kai-rui W. Ye D. De-dong T. ( 2024 , March ). Application of Flipped Classroom Teaching Method in the Single-Chip Microcomputer Course . In 2024 13th International Conference on Educational and Information Technology (ICEIT) (pp. 184 - 188 ). IEEE . Search in Google Scholar

[18] Zhou, N., & Deng, Y. (2018). Research and practice on the Flipped Classroom teaching mode in “Microcomputer Principle and Interface Technology” Course Based on the micro learning resources. International Journal of Information and Education Technology, 8(3), 240-244. Zhou N. Deng Y. ( 2018 ). Research and practice on the Flipped Classroom teaching mode in “Microcomputer Principle and Interface Technology” Course Based on the micro learning resources . International Journal of Information and Education Technology , 8 ( 3 ), 240 - 244 . Search in Google Scholar

[19] Wu, H., Wei, Y., Du, Y., Liu, Y., & Gao, J. (2017, September). Explore and Practice of Experiment Teaching Reform on the Principle and Application of Single Chip Microcomputer. In 2017 3rd International Conference on Social Science and Higher Education (pp. 668-671). Atlantis Press. Wu H. Wei Y. Du Y. Liu Y. Gao J. ( 2017 , September ). Explore and Practice of Experiment Teaching Reform on the Principle and Application of Single Chip Microcomputer . In 2017 3rd International Conference on Social Science and Higher Education (pp. 668 - 671 ). Atlantis Press . Search in Google Scholar

[20] Liang, C. (2023, March). The Innovation Integration Reform of the Course “Single Chip Microcomputer Principle and Application”. In The International Conference on Artificial Intelligence and Logistics Engineering (pp. 865-875). Cham: Springer Nature Switzerland. Liang C. ( 2023 , March ). The Innovation Integration Reform of the Course “Single Chip Microcomputer Principle and Application” . In The International Conference on Artificial Intelligence and Logistics Engineering (pp. 865 - 875 ). Cham : Springer Nature Switzerland . Search in Google Scholar

[21] Zhang, B., Zhang, J., Liu, J., Yue, H., & Dong, X. (2022). Teaching reform of single-chip microcomputer experiment course and a case study. In Advances in Guidance, Navigation and Control: Proceedings of 2020 International Conference on Guidance, Navigation and Control, ICGNC 2020, Tianjin, China, October 23–25, 2020 (pp. 803-812). Springer Singapore. Zhang B. Zhang J. Liu J. Yue H. Dong X. ( 2022 ). Teaching reform of single-chip microcomputer experiment course and a case study . In Advances in Guidance, Navigation and Control: Proceedings of 2020 International Conference on Guidance, Navigation and Control, ICGNC 2020, Tianjin, China, October 23–25, 2020 (pp. 803 - 812 ). Springer Singapore . Search in Google Scholar

[22] Yang, Z., Li, J., Tan, M., Huang, L., & Zhang, Y. (2021). Research on the Application of Project-driven and Competition-based Training Mode in Single-chip Microcomputer Teaching Reform. Contemporary Education and Teaching Research, 2(1), 63-66. Yang Z. Li J. Tan M. Huang L. Zhang Y. ( 2021 ). Research on the Application of Project-driven and Competition-based Training Mode in Single-chip Microcomputer Teaching Reform . Contemporary Education and Teaching Research , 2 ( 1 ), 63 - 66 . Search in Google Scholar

[23] Zhang, T., Chu, J., & Wang, C. (2024). Research and Construction of Student-centered Innovative Experimental Teaching. Journal of Education and Educational Research, 9(2), 110-113. Zhang T. Chu J. Wang C. ( 2024 ). Research and Construction of Student-centered Innovative Experimental Teaching . Journal of Education and Educational Research , 9 ( 2 ), 110 - 113 . Search in Google Scholar

[24] Luo, Q., Wu, G., & Yang, L. (2021, May). Single Chip Microcomputer Principles and Applications Course Teaching Reform under the Background of New Engineering. In 2021 2nd International Conference on Computers, Information Processing and Advanced Education (pp. 362-365). Luo Q. Wu G. Yang L. ( 2021 , May ). Single Chip Microcomputer Principles and Applications Course Teaching Reform under the Background of New Engineering . In 2021 2nd International Conference on Computers, Information Processing and Advanced Education (pp. 362 - 365 ). Search in Google Scholar

[25] Lei, J. (2024). Research on the Quality Education Methods of Microcontroller Principles Course. International Journal of New Developments in Education, 6(6). Lei J. ( 2024 ). Research on the Quality Education Methods of Microcontroller Principles Course . International Journal of New Developments in Education , 6 ( 6 ). Search in Google Scholar

[26] Zhang, T., Sun, G., & Lv, X. (2017, May). Research and Practice of Single-chip Microcomputer Course Teaching in Applied Universities. In 2017 3rd International Conference on Humanities and Social Science Research (ICHSSR 2017) (pp. 472-476). Atlantis Press. Zhang T. Sun G. Lv X. ( 2017 , May ). Research and Practice of Single-chip Microcomputer Course Teaching in Applied Universities . In 2017 3rd International Conference on Humanities and Social Science Research (ICHSSR 2017) (pp. 472 - 476 ). Atlantis Press . Search in Google Scholar

[27] Handong Song & Huimin Lu. (2024). Research on Image Recognition Based on Different Depths of VGGNet. Journal of Image Processing Theory and Applications(1). Handong Song Huimin Lu ( 2024 ). Research on Image Recognition Based on Different Depths of VGGNet . Journal of Image Processing Theory and Applications(1) . Search in Google Scholar

[28] Fengmiao Bian,Jian Feng Cai & Rui Zhang. (2024). A Preconditioned Riemannian Gradient Descent Algorithm for Low-Rank Matrix Recovery. SIAM Journal on Matrix Analysis and Applications(4),2075-2103. Fengmiao Bian Jian Feng Cai Rui Zhang ( 2024 ). A Preconditioned Riemannian Gradient Descent Algorithm for Low-Rank Matrix Recovery . SIAM Journal on Matrix Analysis and Applications(4) , 2075 - 2103 . Search in Google Scholar

[29] Xuyang Cui,Junda Zhu,Lifu Jia,Jiahui Wang & Yusen Wu. (2024). A novel heat load prediction model of district heating system based on hybrid whale optimization algorithm (WOA) and CNN-LSTM with attention mechanism. Energy133536-133536. Xuyang Cui Junda Zhu Lifu Jia Jiahui Wang Yusen Wu ( 2024 ). A novel heat load prediction model of district heating system based on hybrid whale optimization algorithm (WOA) and CNN-LSTM with attention mechanism . Energy 133536 - 133536 . Search in Google Scholar

[30] Nyasha Mariam Mkwanda,Weixin Tian & Junlin Li. (2024). Sunspot Group Detection and Classification by Dual Stream Convolutional Neural Network Method. Research in Astronomy and Astrophysics(9), 095022-095022. Nyasha Mariam Mkwanda Weixin Tian Junlin Li ( 2024 ). Sunspot Group Detection and Classification by Dual Stream Convolutional Neural Network Method . Research in Astronomy and Astrophysics(9) , 095022 - 095022 . Search in Google Scholar