Works (4)
Updated: April 11th, 2023 10:13
2022 journal article
A Deep Transfer Learning Design Rule Checker With Synthetic Training
IEEE Design & Test, 40(1), 77–84.
author keywords: Layout; Design methodology; Convolutional neural networks; Transfer learning; Generators; Deep learning; Manuals; Training data; Design Rule Checking; Machine Learning; IC Verification; Physical Verification; Convolutional Neural Network; Deep Learning; Synthetic Data Training; Transfer Learning
topics (OpenAlex): Machine Learning and Data Classification; Hydraulic and Pneumatic Systems; Advanced Multi-Objective Optimization Algorithms; Model Reduction and Neural Networks
Sources: Web Of Science, ORCID, NC State University Libraries, Crossref
Added: January 24, 2023
2021 article proceedings
Design for 3D Stacked Circuits
topics (OpenAlex): 3D IC and TSV technologies; Semiconductor materials and devices; Interconnection Networks and Systems
TL;DR:
2.5D and 3D technologies can give rise to a node equivalent of scaling due to improved connectivity because of improved connectivity, but design issues that need to be addressed in pursuing such exploitations include thermal management, design for test and computer aided design.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science)
Sources: Web Of Science, NC State University Libraries, Crossref
Added: July 11, 2022
2021 conference paper
Fast and Accurate PPA Modeling with Transfer Learning
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1–8.
author keywords: PPA; Machine Learning; Power; Performance; Area; Gradient Boost; Neural Network; Transfer Learning; Surrogate Modeling
topics (OpenAlex): VLSI and FPGA Design Techniques; Low-power high-performance VLSI design; Advanced Multi-Objective Optimization Algorithms
TL;DR:
The approach reached the same PPA solution as human designers in the same or fewer runs for a CORTEX-M0 system design, showing potential for automating the recipe optimization without needing more runs than a human designer would need.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
9. Industry, Innovation and Infrastructure
(OpenAlex)
Sources: Web Of Science, NC State University Libraries, Crossref
Added: February 21, 2022
1998 book
Cornelius Lanczos: Collected published papers with commentaries
Raleigh, NC: College of Physical and Mathematical Sciences, North Carolina State University.
Source: NC State University Libraries
Added: August 6, 2018