REU Site: Interdisciplinary Research Experience on Accelerated Deep Learning through A Hardware-Software Collaborative Approach
REU 网站:通过硬件-软件协作方法加速深度学习的跨学科研究经验
基本信息
- 批准号:2051062
- 负责人:
- 金额:$ 39.87万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2021
- 资助国家:美国
- 起止时间:2021-03-01 至 2024-02-29
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
This Research Experiences for Undergraduates (REU) Site Program at the University of North Texas will enhance the knowledge and research skills of a diverse cohort of undergraduate students through empowering, innovative, and interdisciplinary research experiences in developing Deep Learning applications and systems. The program aims to 1) expose undergraduate students to real-world and cutting-edge research focused on accelerated deep learning through combined hardware and software development; 2) encourage more undergraduate students to continue their academic careers and seek graduate degrees in computer science, computer engineering, and related disciplines; 3) develop research skills and improve communication and collaborative skills in undergraduate students. The emphasis of this program is on the interdisciplinary research experience for the REU students to gain hardware-software codesign skills. REU students will be mentored by experienced researchers in the area of AI/machine learning algorithms, computer system and architecture, biomedical informatics and computational life science. Ten students will be hosted on the University of North Texas campus each summer where they closely collaborate with faculty and graduate students in performing innovative research that will address the timely and critical problems in developing Deep Learning systems and algorithms. Through their projects, the students will be able to observe the connections and interactions between different disciplines involving hardware and software. The REU students will also be formally trained in the process of collaborative and responsible research including ethics, teamwork and leadership. The program will also help the students to improve their communication abilities and writing skills through activities such as oral presentations and technical reports. Through this program, the students will be empowered with research skills and experience to empower their journey to become successful researchers.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
北德克萨斯大学的本科生研究经验(REU)现场项目将通过在开发深度学习应用和系统方面的授权、创新和跨学科研究经验,提高不同本科生群体的知识和研究技能。该项目旨在1)通过结合硬件和软件开发,让本科生接触到专注于加速深度学习的现实世界和前沿研究;2)鼓励更多本科生继续其学术生涯,攻读计算机科学、计算机工程及相关学科的研究生学位;3)培养大学生的研究能力,提高学生的沟通和协作能力。本课程的重点是为REU学生提供跨学科的研究经验,以获得硬件软件协同设计技能。REU的学生将受到人工智能/机器学习算法、计算机系统和架构、生物医学信息学和计算生命科学领域经验丰富的研究人员的指导。每年夏天,将有10名学生在北德克萨斯大学的校园里与教师和研究生密切合作,进行创新研究,解决开发深度学习系统和算法中的及时和关键问题。通过他们的项目,学生将能够观察到涉及硬件和软件的不同学科之间的联系和互动。REU的学生还将在合作和负责任的研究过程中接受正式培训,包括道德、团队合作和领导能力。该项目还将通过口头报告和技术报告等活动,帮助学生提高沟通能力和写作技巧。通过这个项目,学生们将获得研究技能和经验,使他们成为成功的研究人员。该奖项反映了美国国家科学基金会的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。
项目成果
期刊论文数量(1)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Genomics-GPU: A Benchmark Suite for GPU-accelerated Genome Analysis
- DOI:10.1109/ispass57527.2023.00026
- 发表时间:2023-04
- 期刊:
- 影响因子:0
- 作者:Zhuren Liu;Shouzhe Zhang;Justin Garrigus;Hui Zhao
- 通讯作者:Zhuren Liu;Shouzhe Zhang;Justin Garrigus;Hui Zhao
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Hui Zhao其他文献
Implicit 3D Modeling of Ore Body from Geological Boreholes Data Using Hermite Radial Basis Functions
使用 Hermite 径向基函数根据地质钻孔数据对矿体进行隐式 3D 建模
- DOI:
10.3390/min8100443 - 发表时间:
2018-10 - 期刊:
- 影响因子:2.5
- 作者:
Jimiao Wang;Hui Zhao;Lin Bi;Liguan Wang - 通讯作者:
Liguan Wang
Clinical analysis on surgical management of type III external auditory canal cholesteatoma: a report of 12 cases
Ⅲ型外耳道胆脂瘤手术治疗12例临床分析
- DOI:
10.3109/00016489.2016.1173227 - 发表时间:
2016 - 期刊:
- 影响因子:1.4
- 作者:
Yan Yan;Siqi Dong;Q. Hao;Riyuan Liu;Guangyu Xu;Hui Zhao;Shi - 通讯作者:
Shi
Sphere to disk transformation of micro-particle composed of azobenzene-containing anphiphilic diblock copolymers under irradiation at 436 nm
436 nm 照射下含偶氮苯两亲性二嵌段共聚物微粒的球盘转变
- DOI:
- 发表时间:
- 期刊:
- 影响因子:6
- 作者:
Wei Su;Hui Zhao;Yinmei Li;Qijin Zhang;Zhong Wang - 通讯作者:
Zhong Wang
Testosterone enhances mitochondrial complex V function in the substantia nigra of aged male rats
睾酮增强老年雄性大鼠黑质中线粒体复合物 V 的功能
- DOI:
10.18632/aging.103265 - 发表时间:
2020-05 - 期刊:
- 影响因子:0
- 作者:
Tianyun Zhang;Yu Wang;Yunxiao Kang;Li Wang;Hui Zhao;Xiaoming Ji;Yuanxiang Huang;Wensheng Yan;Rui Cui;Guoliang Zhang;Geming Shi - 通讯作者:
Geming Shi
Dermatologic Uses and Effects of Lycium Barbarum
枸杞的皮肤病用途和作用
- DOI:
10.1007/978-94-017-9658-3_5 - 发表时间:
2015 - 期刊:
- 影响因子:0
- 作者:
Hui Zhao;K. Bojanowski - 通讯作者:
K. Bojanowski
Hui Zhao的其他文献
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{{ truncateString('Hui Zhao', 18)}}的其他基金
Collaborative Research: Self-regulated non-equilibrium assembly of chiral colloidal clusters via electrokinetic interactions
合作研究:通过动电相互作用实现手性胶体簇的自我调节非平衡组装
- 批准号:
2314340 - 财政年份:2023
- 资助金额:
$ 39.87万 - 项目类别:
Continuing Grant
Collaborative Research: Concentration Polarization Induced Electrokinetic Flows around dielectric Surfaces
合作研究:聚光极化引起介电表面周围的动电流
- 批准号:
2127852 - 财政年份:2021
- 资助金额:
$ 39.87万 - 项目类别:
Standard Grant
CAREER: Reinventing Network-on-Chips of GPU-Accelerated Systems
职业:重塑 GPU 加速系统的片上网络
- 批准号:
2046186 - 财政年份:2021
- 资助金额:
$ 39.87万 - 项目类别:
Continuing Grant
Collaborative Research: SHF: Small: Tangram: Scaling into the Exascale Era with Reconfigurable Aggregated "Virtual Chips"
合作研究:SHF:小型:七巧板:通过可重构聚合“虚拟芯片”扩展到百亿亿次时代
- 批准号:
2008911 - 财政年份:2020
- 资助金额:
$ 39.87万 - 项目类别:
Standard Grant
Bioinspired Nanomanufacturing of Graphene-embedded Superhydrophobic Surfaces with Mechanical and Chemical Robustness
具有机械和化学稳定性的石墨烯嵌入超疏水表面的仿生纳米制造
- 批准号:
1911719 - 财政年份:2019
- 资助金额:
$ 39.87万 - 项目类别:
Standard Grant
Super-Hydrophobic Surface Enabled Microfluidic Energy Conversion
超疏水表面实现微流体能量转换
- 批准号:
1509866 - 财政年份:2015
- 资助金额:
$ 39.87万 - 项目类别:
Standard Grant
Novel transport phenomena in two-dimensional crystals beyond graphene
石墨烯以外的二维晶体中的新颖输运现象
- 批准号:
1505852 - 财政年份:2015
- 资助金额:
$ 39.87万 - 项目类别:
Continuing Grant
CAREER: Nanoscale Ballistic Spin Transport in Semiconductors
职业:半导体中的纳米级弹道自旋输运
- 批准号:
0954486 - 财政年份:2010
- 资助金额:
$ 39.87万 - 项目类别:
Continuing Grant
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新型WDR5蛋白Win site抑制剂的合理设计、合成及其抗肿瘤活性研究
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