AI/ML algorithms and applications in VLSI design and technology
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 …
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
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 …
management. An ideal power modeling framework needs to be accurate yet fast, achieve …
PRIMAL: Power inference using machine learning
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 …
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
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 …
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 …
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
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 …
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
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 …
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 …
development, implementations of new technologies, and deployments of actual solutions …
Energy-and time-efficient matrix multiplication on FPGAs
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 …
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
High-level synthesis (HLS) enables designers to customize hardware designs efficiently.
However, it is still challenging to foresee the correlation between power consumption and …
However, it is still challenging to foresee the correlation between power consumption and …