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Evolution In Materio: Investigating the Stability of Robot Controllers Evolved in Liquid Crystal [chapter]

Simon Harding, Julian F. Miller
<span title="">2005</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
In this work we discuss the stability and reconfigurability of a real time robot controller evolved in liquid crystal.  ...  In our previous work, we have demonstrated that evolution can be used to program liquid crystal to act as a signal processing device.  ...  The intention being that the signal processing, and majority of the robot control should be performed in the liquid crystal.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11549703_15">doi:10.1007/11549703_15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rwywyj3m2vdjdi2nlxiexjbglq">fatcat:rwywyj3m2vdjdi2nlxiexjbglq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812010355/http://www.cartesiangp.co.uk/papers/ices2005-harding.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/76/41/7641482640e2e1c9e47257cfe730b603da145017.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11549703_15"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Evolution-in-materio: evolving computation in materials

Julian F. Miller, Simon L. Harding, Gunnar Tufte
<span title="2014-02-05">2014</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3xv2z4i6nnft5b7x3hk4cjbxsu" style="color: black;">Evolutionary Intelligence</a> </i> &nbsp;
Evolution-in-materio (EIM) is the manipulation of a physical system by computer controlled evolution (CCE).  ...  One of the potential advantages of this is that artificial evolution can potentially exploit physical effects that are either too complex to understand or hitherto unknown.  ...  Evolved computation in Liquid Crystal In 2002, Miller and Downing discussed the concept of evolution-in-materio and suggested that liquid crystal might be a suitable material for attempting to evolve computation  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s12065-014-0106-6">doi:10.1007/s12065-014-0106-6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xrrha6w3c5hsnocvpblj45ov6a">fatcat:xrrha6w3c5hsnocvpblj45ov6a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160828044829/http://cartesiangp.co.uk/papers/ei2014-miller.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/72/c3/72c3b770b7a47c8b5273d0382c62c1023fa8e1ed.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s12065-014-0106-6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Evolution-in-materio: A frequency classifier using materials

Maktuba Mohid, Julian F. Miller, Simon L. Harding, Gunnar Tufte, Odd Rune Lykkebo, Mark Kieran Massey, Michael C. Petty
<span title="">2014</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/745nn4s3yjappp42ivpyjztdzm" style="color: black;">2014 IEEE International Conference on Evolvable Systems</a> </i> &nbsp;
Evolution-in-materio (EIM) is a method that uses artificial evolution to exploit properties of materials to solve computational problems without requiring a detailed understanding of such properties.  ...  This is the first demonstration that electrical configurations of materials (carbon nanotubes and a polymer) can be evolved to act as frequency classifiers.  ...  ACKNOWLEDGEMENTS The research leading to these results has received funding from the European Community's Seventh Framework Programme (FP7/2007-2013) under grant agreement number 317662.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ices.2014.7008721">doi:10.1109/ices.2014.7008721</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ices/MohidMHTLMP14a.html">dblp:conf/ices/MohidMHTLMP14a</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xui5yobsp5bijiujfva4nwclom">fatcat:xui5yobsp5bijiujfva4nwclom</a> </span>
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An Investigation of Underlying Physical Properties Exploited by Evolution in Nanotubes Materials

Stefano Nichele, Odd Rune Lykkebo, Gunnar Tufte
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rcrfzcjoeva4hmwbfmhfolnrfu" style="color: black;">2015 IEEE Symposium Series on Computational Intelligence</a> </i> &nbsp;
In this paper we investigate which practical strategies are exploited by evolution on a simple (non-abstract) task: maximize or minimize amplitudes of output signals when square waves are used as input  ...  Inspection of evolved solutions shows that the strategies used by evolution to exploit physical properties are often unanticipated. This work is done within the European Project NASCENCE.  ...  Let us consider a problem solved in-materio where two output values are required (for example the problem in [18] , where a robot controller is evolved in-materio for controlling the speed of motor wheels  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ssci.2015.175">doi:10.1109/ssci.2015.175</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ssci/NicheleLT15.html">dblp:conf/ssci/NicheleLT15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6nxpemy3afbulayfemdd7rtc5a">fatcat:6nxpemy3afbulayfemdd7rtc5a</a> </span>
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Evolution in materio: looking beyond the silicon box

J.F. Miller, K. Downing
<i title="IEEE Comput. Soc"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lr23ejkvybfetkc6l3mbrsnzqe" style="color: black;">Proceedings 2002 NASA/DoD Conference on Evolvable Hardware</a> </i> &nbsp;
Such an exploitation of the physical characteristics has already been demonstrated in intrinsic evolution of electronic circuits.  ...  It is a tribute to the amazing resourcefulness of a blind evolutionary process that it has been possible to evolve new circuits in this way.  ...  Acknowledgments Thanks to Pauline Haddow, Morten Hartmann, Gunnar Tufte, Piet van Remortel and Diego Federici for stimulating discussions in Røros, Norway.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/eh.2002.1029882">doi:10.1109/eh.2002.1029882</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/eh/MillerD02.html">dblp:conf/eh/MillerD02</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zx46bvuhn5hvldg4sky4eabda4">fatcat:zx46bvuhn5hvldg4sky4eabda4</a> </span>
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Evolution in Nanomaterio: The NASCENCE Project [chapter]

Hajo Broersma
<span title="2017-10-27">2017</span> <i title="Springer International Publishing"> Inspired by Nature </i> &nbsp;
using artificial evolution.  ...  This chapter describes some of the work that was carried out by members of the NASCENCE project, an FP7 project sponsored by the European Community.  ...  It is with great pleasure that the author of this chapter thanks all the members of the NASCENCE project for the wonderful collaboration in this adventurous endeavour, and in particular Julian Miller for  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-67997-6_4">doi:10.1007/978-3-319-67997-6_4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u76yyhatybeedpxpxz4a47ksxy">fatcat:u76yyhatybeedpxpxz4a47ksxy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719082554/https://ris.utwente.nl/ws/files/27663843/Julian60_chapter_15_12_2017.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9c/d6/9cd620fad8ad71d75ee232f10f11639666df4f66.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-67997-6_4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

The alchemy of computation: designing with the unknown

Julian Francis Miller
<span title="2019-04-24">2019</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6zolbg3dcjdt3edqtvzmiiuuim" style="color: black;">Natural Computing</a> </i> &nbsp;
One is referred to as Cartesian genetic programming and the other evolution-in-materio.  ...  Modern computers allow a methodical search of possibly billions of experiments and the exploitation of interactions that are not known in advance.  ...  Indeed, it seemed to be easier to evolve computational functions with liquid crystal than it was with silicon (Harding et al. 2004 ).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11047-019-09738-6">doi:10.1007/s11047-019-09738-6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xymdm6yhojbapkrfnxyfdje5uy">fatcat:xymdm6yhojbapkrfnxyfdje5uy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200311074857/https://link.springer.com/content/pdf/10.1007%2Fs11047-019-09738-6.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/90/3d/903d21211d7c03ae32222534c1e7013947a319e6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11047-019-09738-6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Confidence Measures for Carbon-Nanotube / Liquid Crystals Classifiers

E. Vissol-Gaudin, A. Kotsialos, C. Groves, C. Pearson, D.A. Zeze, M.C. Petty, N. Al Moubayed
<span title="">2018</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2dmkezwdzrcofn7zdzzte2h75i" style="color: black;">2018 IEEE Congress on Evolutionary Computation (CEC)</a> </i> &nbsp;
Liquid Crystals (LCs) from a display screen have been used as the material part of EiM for evolving robot controllers [8] , a tone discrimination device [9] and logic gates [10] .  ...  This paper reported results on experimental investigations of an Evolution-in-Materio approach for the classification problem.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cec.2018.8477779">doi:10.1109/cec.2018.8477779</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cec/Vissol-GaudinKG18.html">dblp:conf/cec/Vissol-GaudinKG18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/v3oz7q6udjgythfbwl7lyeadg4">fatcat:v3oz7q6udjgythfbwl7lyeadg4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428035634/http://dro.dur.ac.uk/25074/1/25074.pdf?DDD280+pqqf76+d700tmt" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/78/d3/78d36fa18ec806840ae5fd3ddebce850a59870f4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cec.2018.8477779"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

2022 Roadmap on Neuromorphic Computing and Engineering [article]

Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano (+47 others)
<span title="2022-01-13">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The aim of this Roadmap is to present a snapshot of the present state of neuromorphic technology and provide an opinion on the challenges and opportunities that the future holds in the major areas of neuromorphic  ...  Among their potential future applications, an important niche is moving the control from data centers to edge devices.  ...  Acknowledgements The research was funded in part by C-BRIC, one of six centres in JUMP, a Semiconductor Research Corporation (SRC) program sponsored by DARPA, the National Science Foundation, the Technology  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2105.05956v3">arXiv:2105.05956v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pqir5infojfpvdzdwgmwdhsdi4">fatcat:pqir5infojfpvdzdwgmwdhsdi4</a> </span>
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2021 Roadmap on Neuromorphic Computing and Engineering [article]

Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Et Al., Maryland Shared Open Access Repository
<span title="2021-06-04">2021</span>
This roadmap envisages the potential applications of neuromorphic materials in cutting edge technologies and focuses on the design and fabrication of artificial neural systems.  ...  the context of complex and unstructured data.  ...  Acknowledgements The research was funded in part by C-BRIC, one of six centres in JUMP, a Semiconductor Research Corporation (SRC) program sponsored by DARPA, the National Science Foundation, the Technology  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.13016/m2n6ua-rira">doi:10.13016/m2n6ua-rira</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vyxf3tz2g5cptgzrqctyzftocq">fatcat:vyxf3tz2g5cptgzrqctyzftocq</a> </span>
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CHARACTERIZATION OF NANOSTRUCTURED METALLIC FILMS WITH NON-LINEAR ELECTRICAL PROPERTIES FOR THE FABRICATION OF NEUROMORPHIC DEVICES AND UNCONVENTIONAL DATA PROCESSING

MATTEO MIRIGLIANO
<span title="2021-02-23">2021</span>
to low power efficiency and intrinsic integration limits in the fabrication processes.  ...  Unconventional computing paradigms are subject of increasing interest for the design and the development of computing systems that aim to overcome the limitations of standard digital technologies related  ...  'evolution-in-materio' [15, 99] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.13130/mirigliano-matteo_phd2021-02-23">doi:10.13130/mirigliano-matteo_phd2021-02-23</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lr7qszlrgvfllk6svpyrbsdryu">fatcat:lr7qszlrgvfllk6svpyrbsdryu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210313071743/https://air.unimi.it/retrieve/handle/2434/820647/1722584/phd_unimi_R11890.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/55/7f/557f9828e43a51d60cfc2450ad862bb0e8ddc06e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.13130/mirigliano-matteo_phd2021-02-23"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Tick Tock: Insect Figuration, Temporal Estrangement and Historiographic Critique in Postmodern and Contemporary Literature, Art, and Film

Melissa Haynes
<span title="">2019</span>
It gives an overview of insect temporality as a dislocating force in postmodern culture, before moving into a closer study of entomological artworks in the neo-Victorian and steampunk subgenres.  ...  (the present defined by human impact on the planet); by denaturalizing these hegemonic modes of perception, insect figures aid in the timely work of reconceiving and reconfiguring multispecies earthly  ...  In the case of both the clock and the calendar, the tool stabilizes and standardizes history.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7939/r3-6ytz-fg17">doi:10.7939/r3-6ytz-fg17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ygurxbrkabeyrnwzuku4zx7xom">fatcat:ygurxbrkabeyrnwzuku4zx7xom</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200228224725/https://era.library.ualberta.ca/items/ab897748-7837-4a65-8b86-ccfa5f7c8d60/view/796e758b-231f-42aa-8c6b-af4361212e3d/Haynes_Melissa_S_201903_PhD.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7939/r3-6ytz-fg17"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>