详情

机器学习辅助芯片设计空间探索和研究

申报人:郭鑫斐 申报日期:2021-09-18

基本情况

第二十四期“上海交通大学大学生创新实践计划”项目
机器学习辅助芯片设计空间探索和研究
创新训练项目
工学
电子信息类
创新类
2021-09
2021-09
密西根学院
郭鑫斐
指导教师
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主要从事数字集成电路设计、设计自动化以及低功耗系统的研究,目前承担与华为合作项目2项,并参与多个其他项目。
讲进行全程指导,并对研究方向和周期制定等提出详细建议。

As the application space stays as diverse as ever, designing chips for different applications will require very different approaches. For example, designing an IoT chip is very different from designing a processor chip. It was because that these systems need to be optimized for the design targets and constraints dictated by the specific needs of the application. Thus application space started to shift significantly from one type of application to another. In this project, we explore how AI and machine learning techniques can be leveraged to find the sweet spot among a large design space. In this project, we will explore how to apply the machine learning techniques to explore the design space efficiently.


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