AI/ML algorithms and applications in VLSI design and technology

D Amuru, A Zahra, HV Vudumula, PK Cherupally… - Integration, 2023 - Elsevier
An evident challenge ahead for the integrated circuit (IC) industry is the investigation and
development of methods to reduce the design complexity ensuing from growing process …

APOLLO: An automated power modeling framework for runtime power introspection in high-volume commercial microprocessors

Z **e, X Xu, M Walker, J Knebel… - MICRO-54: 54th Annual …, 2021 - dl.acm.org
Accurate power modeling is crucial for energy-efficient CPU design and runtime
management. An ideal power modeling framework needs to be accurate yet fast, achieve …

PRIMAL: Power inference using machine learning

Y Zhou, H Ren, Y Zhang, B Keller, B Khailany… - Proceedings of the 56th …, 2019 - dl.acm.org
This paper introduces PRIMAL, a novel learning-based framework that enables fast and
accurate power estimation for ASIC designs. PRIMAL trains machine learning (ML) models …

RTL to transistor level power modeling and estimation techniques for FPGA and ASIC: A survey

Y Nasser, J Lorandel, JC Prévotet… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Power consumption constitutes a major challenge for electronics circuits. One possible way
to deal with this issue is to consider it very soon in the design process in order to explore …

[BOOK][B] Low-power electronics design

C Piguet - 2018 - books.google.com
The power consumption of integrated circuits is one of the most problematic considerations
affecting the design of high-performance chips and portable devices. The study of power …

Simmani: Runtime power modeling for arbitrary RTL with automatic signal selection

D Kim, J Zhao, J Bachrach, K Asanović - … of the 52nd Annual IEEE/ACM …, 2019 - dl.acm.org
This paper presents a novel runtime power modeling methodology which automatically
identifies key signals for power dissipation of any RTL design. The toggle-pattern matrix is …

A variational framework for simultaneous motion estimation and restoration of motion-blurred video

L Bar, B Berkels, M Rumpf… - 2007 IEEE 11th …, 2007 - ieeexplore.ieee.org
The problem of motion estimation and restoration of objects in a blurred video sequence is
addressed in this paper. Fast movement of the objects, together with the aperture time of the …

[BOOK][B] Embedded Systems Handbook 2-Volume Set

R Zurawski - 2018 - taylorfrancis.com
During the past few years there has been an dramatic upsurge in research and
development, implementations of new technologies, and deployments of actual solutions …

Energy-and time-efficient matrix multiplication on FPGAs

JW Jang, SB Choi, VK Prasanna - IEEE Transactions on Very …, 2005 - ieeexplore.ieee.org
We develop new algorithms and architectures for matrix multiplication on configurable
devices. These have reduced energy dissipation and latency compared with the state-of-the …

HL-Pow: A learning-based power modeling framework for high-level synthesis

Z Lin, J Zhao, S Sinha, W Zhang - 2020 25th Asia and South …, 2020 - ieeexplore.ieee.org
High-level synthesis (HLS) enables designers to customize hardware designs efficiently.
However, it is still challenging to foresee the correlation between power consumption and …