|
|
|
| Design of teaching experiment for hardware acceleration system based on field programmable gate array |
| GAO Jiabao, SU Ting |
| School of Information and Communication Engineering, Hainan University, Haikou 570228 |
|
|
|
|
Abstract Electronic design automation (EDA) technology course is a professional, applied and practical course for electronic communication majors in universities. Field programmable gate array (FPGA) with programmability and flexibility, as the hardware carrier of the course, can be applied to realizing complex systems and complex algorithms, and has excellent performance in various fields such as artificial intelligence, communication and medicine. To address the lack of systematic and hardware- software co-design in existing EDA course experiments, the research of the experiment teaching combining FPGA and artificial intelligence algorithms is carried out, and the design ability of the system-level and software-hardware coordination is cultivated by designing the FPGA-based neural network hardware acceleration system, which has certain reference significance for the FPGA experiment and the FPGA course design of the electronic information majors.
|
|
Received: 05 November 2025
|
|
|
|
| Cite this article: |
|
GAO Jiabao,SU Ting. Design of teaching experiment for hardware acceleration system based on field programmable gate array[J]. Electrical Engineering, 2026, 27(6): 49-53.
|
|
|
|
| URL: |
|
https://dqjs.cesmedia.cn/EN/Y2026/V27/I6/49
|
[1] 张梅娟, 张明月, 杨楚玮, 等. SoC芯片的RomCode设计与FPGA验证研究[J]. 电子设计工程, 2023, 31(21): 76-80, 86. [2] 周越. 新工科背景下“EDA技术”教学改革探索[J].电气电子教学学报, 2023, 45(4): 15-19. [3] 高家宝, 张永辉, 王咸鹏. “三新融入-三法一体-三观强化”培养新工科人才: 以电子设计自动化技术课程为例[J]. 电气技术, 2025, 26(5): 63-66, 71. [4] 叶勇, 程鸿, 李坤. 基于ZYNQ开发板的EDA课程教学改革与实践[J]. 电气电子教学学报, 2023, 45(5): 19-23. [5] 朱娟娟, 贺王鹏, 郭宝龙. 新工科电气电子类课程改革与实践: 以“信号与系统”为例[J]. 电气技术, 2024, 25(10): 72-78. [6] 张蓉, 文劲宇, 李红斌, 等. 新工科背景下课程思政系统设计与实施[J]. 电工技术学报, 2023, 38(11): 3094-3100. [7] 王韦刚, 夏子山, 涂真珍. 基于FPGA的视频图像采集项目教学设计[J]. 实验科学与技术, 2023, 21(1): 114-118. [8] 张丽丽, 陈真, 刘雨轩, 等. 基于ZYNQ的PCB缺陷检测系统实验设计[J]. 实验技术与管理, 2023, 40(4): 96-102. [9] 邓广雯, 梁娇娇, 张驾祥, 等. 基于现场可编程门阵列的可重构手势交互教学机器人设计[J]. 电气技术, 2023, 24(10): 8-16. [10] 朱琴跃, 于逸尘, 占岩文, 等. 基于短时傅里叶变换和深度网络的模块化多电平换流器子模块IGBT开路故障诊断[J]. 电工技术学报, 2024, 39(12): 3840-3854. [11] 瞿华镇, 杨明轩. 智能变电站网络通信测试方法研究[J]. 电气技术, 2023, 24(1): 44-49. [12] 何绍民, 张喆, 卢倚平, 等. 基于计算前沿面的实时仿真数值积分并行构造及其数值模型解耦加速方法[J]. 电工技术学报, 2023, 38(16): 4246-4262. |
|
|
|