Memristor-based reservoir computing

MS Kulkarni, C Teuscher - Proceedings of the 2012 IEEE/ACM …, 2012 - dl.acm.org
As feature-size scaling and" Moore's Law" in integrated CMOS circuits further slows down,
attention is shifting to computing by non-von Neumann and non-Boolean computing models …

Analog circuit topology synthesis by means of evolutionary computation

Ž Rojec, Á Bűrmen, I Fajfar - Engineering Applications of Artificial …, 2019 - Elsevier
Designing an analog electrical circuit requires substantial effort and time by a highly-skilled
designer. Many tools have been devised to aid engineers in the design procedure, from …

Advances in combined architecture, plant, and control design

DR Herber - 2017 - ideals.illinois.edu
The advancement of many engineering systems relies on novel design methodologies,
design formulations, design representations, and other advancements. In this dissertation …

Automatic optimal design of passive vibration control devices for buildings using two-level evolutionary algorithm

H Qiao, P Huang, D De Domenico - Journal of Building Engineering, 2023 - Elsevier
Unlike most studies on passive vibration control devices wherein mechanical topologies are
fixed and only parameters need to be optimized, this study proposes a generic automatic …

Automated topology synthesis of analog and RF integrated circuits: A survey

SE Sorkhabi, L Zhang - Integration, 2017 - Elsevier
The puzzle of automatically synthesizing analog and radio frequency (RF) circuit topology
has not yet been offered with an industrially-acceptable solution although endeavors still …

A Graph‐Based Methodology for Optimal Design of Inerter‐Based Passive Vibration Absorbers With Minimum Complexity

H He, Y Li, Z Wang, JZ Jiang, S Burrow… - … Control and Health …, 2024 - Wiley Online Library
Passive vibration absorbers (PVAs) play a crucial role in mitigating excessive vibrations in
engineering structures. Traditional PVA design typically begins with proposing a beneficial …

Reducing evaluation cost for circuit synthesis using active learning

T Guo, DR Herber, JT Allison - … and Information in …, 2018 - asmedigitalcollection.asme.org
In this article, an active learning strategy is introduced for reducing evaluation cost
associated with system architecture design problems and is demonstrated using a circuit …

A novel tree-based representation for evolving analog circuits and its application to memristor-based pulse generation circuit

X Shi, LL Minku, X Yao - Genetic Programming and Evolvable Machines, 2022 - Springer
When applying evolutionary algorithms to circuit design automation, circuit representation is
the first consideration. There have been several studies applying different circuit …

Efficiency of evolutionary search for analog filter synthesis

J Pillans - Expert Systems with Applications, 2021 - Elsevier
Abstract Design automation presents a trade off between: using expert knowledge to restrict
the possible solutions examined; or spending time searching through many, possibly …

Evolving nanoscale associative memories with memristors

A Sinha, MS Kulkarni… - 2011 11th IEEE …, 2011 - ieeexplore.ieee.org
An associative memory is an essential building block for high-level networks for cognitive or
brain-like computing. In this paper we consider the problem of designing associative …