RESEARCHGATE

Neuromorphic computing systems Machine learning acceleration and trustworthy AIEmerging memory technologies, circuit, và architecture Low power nguồn circuits & systems

Appointments & Affiliations

Professor in the Department of Electrical and Computer EngineeringProfessor of Computer Science

Contact Information

Office Location: Rm130 Hudson Hall, 100 Science Dr., Durham, NC 27701Office Phone: (919) 660-1373Email Address: hai.li
duke.eduWebsites:

Education

Ph.D.

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Purdue University, 2004

Research Interests

Neuromorphic computing systems Machine learning acceleration and trustworthy AIEmerging memory technologies, circuit and architecture Low power circuits & systems

Awards, Honors, và Distinctions

Best Paper Award for the paper titled “Classification Accuracy Improvement for Neuromorphic Computing Systems with One-level Precision Synapses”. Asia và South Pacific thiết kế Automation Conference (ASPDAC). 2017Fulton C. Noss Faculty Fellow. University of Pittsburgh. 2016Best Paper Award for the paper titled “Quantitative Modeling of Racetrack Memory - A Tradeoff among Area, Performance, & Power”. Asia và South Pacific kiến thiết Automation Conference (ASPDAC). 2015Air Force Summer Faculty Fellowship Program Award (AF-SFFP). AFRL/RITC. 2015Best Paper Award for the paper titled “A Weighted Sensing Scheme for ReRAM-based Cross-point Memory Array”. IEEE Computer Society Annual Symposium on VLSI (ISVLSI). 2014Best Paper Award for the paper titled “Coordinating Prefetching & STT-RAM based Last-level Cache Management for Multicore Systems”.

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Proceedings of the 23rd ACM International Conference on Great Lakes Symposium on VLSI (GLSVLSI). 2013Air Force Visiting Faculty Research Program (VFRP) Fellowship. AFRL/RIB. 2013DARPA Young Faculty Award. Defense Advanced Research Projects Agency (DARPA). 2013NSF Career Award. National Science Foundation (NSF). 2012Air Force Summer Faculty Fellowship Program Award (AF-SFFP). AFRL/RITC. 2011Best Paper Award for the paper titled “Combined Magnetic- and Circuit-level Enhancements for the Nondestructive Self-Reference Scheme of STT-RAM”. ACM/IEEE International Symposium on Low power nguồn Electronics and Design (ISLPED). 2010Best Paper Award for the paper titled “Design Margin Exploration of Spin-Torque Transfer RAM (SPRAM)”. The 9th International Symposium on unique Electronic thiết kế (ISQED). 2008

Courses Taught

ECE 292: Projects in Electrical & Computer EngineeringECE 391: Projects in Electrical & Computer EngineeringECE 493: Projects in Electrical and Computer EngineeringECE 590: Advanced Topics in Electrical and Computer EngineeringECE 661: Computer Engineering Machine Learning and Deep Neural NetsECE 891: InternshipECE 899: Special Readings in Electrical Engineering

In the News

Representative Publications