William Robert Davis

Works (4)

Updated: April 11th, 2023 10:13
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2023 journal article

A Deep Transfer Learning Design Rule Checker With Synthetic Training

IEEE DESIGN & TEST, 40(1), 77–84.

By: L. Francisco n, W. Davis n & P. Franzon n 

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
Sources: Web Of Science, ORCID
Added: January 24, 2023

2021 article

Design for 3D Stacked Circuits

2021 IEEE INTERNATIONAL ELECTRON DEVICES MEETING (IEDM).

By: P. Franzon n , W. Davis n, E. Rotenberg n, J. Stevens n, S. Lipa n, T. Nigussie n, H. Pan  n, L. Baker n ...

Sources: Web Of Science, ORCID
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). Presented at the 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), Munich, Germany.

By: W. Davis n , P. Franzon n , L. Francisco n, B. Huggins n & R. Jain*

Event: 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) at Munich, Germany on November 1-4, 2021

author keywords: PPA; Machine Learning; Power; Performance; Area; Gradient Boost; Neural Network; Transfer Learning; Surrogate Modeling
Sources: Web Of Science, ORCID
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.

By: W. Davis, M. Chu , J. McConnell, P. Dolan, L. Norris, E. Ortiz, R. Plemmon, D. Ridgeway ...

Source: NC State University Libraries
Added: August 6, 2018