The non-linear electrical properties of human skin make it a generic memristor

An electrical measurement is non-linear when the applied stimulus itself affects the electrical properties of the underlying tissue. Corresponding voltage-current plots may exhibit pinched hysteresis loops which is the fingerprint of a memristor (memory resistor). Even though non-linear electrical p...

Full description

Saved in:
Bibliographic Details
Published inScientific reports Vol. 8; no. 1; pp. 15806 - 9
Main Authors Pabst, Oliver, Martinsen, Ørjan G., Chua, Leon
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 25.10.2018
Nature Publishing Group
Subjects
Online AccessGet full text

Cover

Loading…
Abstract An electrical measurement is non-linear when the applied stimulus itself affects the electrical properties of the underlying tissue. Corresponding voltage-current plots may exhibit pinched hysteresis loops which is the fingerprint of a memristor (memory resistor). Even though non-linear electrical properties have been demonstrated for different biological tissues like apples, plants and human skin, non-linear measurements as such have not been defined, yet. We are studying the non-linear properties of human skin systematically and initiate non-linear measurements on biological tissues as a field of research in general by introducing applicable recording techniques and parameterization. We found under which voltage stimulus conditions a measurement on human skin is non-linear and show that very low voltage amplitudes are already sufficient. The non-linear properties of human skin originate from the sweat ducts, as well as, from the surrounding tissue, the stratum corneum and we were able to classify the overall skin memristor as a generic memristor. Pinched hysteresis loops vary largely among subjects; an indication for the potential use in biomedical sensor applications.
AbstractList An electrical measurement is non-linear when the applied stimulus itself affects the electrical properties of the underlying tissue. Corresponding voltage-current plots may exhibit pinched hysteresis loops which is the fingerprint of a memristor (memory resistor). Even though non-linear electrical properties have been demonstrated for different biological tissues like apples, plants and human skin, non-linear measurements as such have not been defined, yet. We are studying the non-linear properties of human skin systematically and initiate non-linear measurements on biological tissues as a field of research in general by introducing applicable recording techniques and parameterization. We found under which voltage stimulus conditions a measurement on human skin is non-linear and show that very low voltage amplitudes are already sufficient. The non-linear properties of human skin originate from the sweat ducts, as well as, from the surrounding tissue, the stratum corneum and we were able to classify the overall skin memristor as a generic memristor. Pinched hysteresis loops vary largely among subjects; an indication for the potential use in biomedical sensor applications.An electrical measurement is non-linear when the applied stimulus itself affects the electrical properties of the underlying tissue. Corresponding voltage-current plots may exhibit pinched hysteresis loops which is the fingerprint of a memristor (memory resistor). Even though non-linear electrical properties have been demonstrated for different biological tissues like apples, plants and human skin, non-linear measurements as such have not been defined, yet. We are studying the non-linear properties of human skin systematically and initiate non-linear measurements on biological tissues as a field of research in general by introducing applicable recording techniques and parameterization. We found under which voltage stimulus conditions a measurement on human skin is non-linear and show that very low voltage amplitudes are already sufficient. The non-linear properties of human skin originate from the sweat ducts, as well as, from the surrounding tissue, the stratum corneum and we were able to classify the overall skin memristor as a generic memristor. Pinched hysteresis loops vary largely among subjects; an indication for the potential use in biomedical sensor applications.
An electrical measurement is non-linear when the applied stimulus itself affects the electrical properties of the underlying tissue. Corresponding voltage-current plots may exhibit pinched hysteresis loops which is the fingerprint of a memristor (memory resistor). Even though non-linear electrical properties have been demonstrated for different biological tissues like apples, plants and human skin, non-linear measurements as such have not been defined, yet. We are studying the non-linear properties of human skin systematically and initiate non-linear measurements on biological tissues as a field of research in general by introducing applicable recording techniques and parameterization. We found under which voltage stimulus conditions a measurement on human skin is non-linear and show that very low voltage amplitudes are already sufficient. The non-linear properties of human skin originate from the sweat ducts, as well as, from the surrounding tissue, the stratum corneum and we were able to classify the overall skin memristor as a generic memristor. Pinched hysteresis loops vary largely among subjects; an indication for the potential use in biomedical sensor applications.
ArticleNumber 15806
Author Martinsen, Ørjan G.
Pabst, Oliver
Chua, Leon
Author_xml – sequence: 1
  givenname: Oliver
  orcidid: 0000-0002-8783-4213
  surname: Pabst
  fullname: Pabst, Oliver
  email: oliverpa@mail.uio.no
  organization: Department of Physics, University of Oslo
– sequence: 2
  givenname: Ørjan G.
  surname: Martinsen
  fullname: Martinsen, Ørjan G.
  organization: Department of Physics, University of Oslo, Department of Clinical and Biomedical Engineering Oslo University Hospital
– sequence: 3
  givenname: Leon
  surname: Chua
  fullname: Chua, Leon
  organization: Department of EECS, University of California, Berkeley
BackLink https://www.ncbi.nlm.nih.gov/pubmed/30361557$$D View this record in MEDLINE/PubMed
BookMark eNp9kU1vFSEYhYmpsfXaP-BCSdy4GeVjYGBjYhq_kkY3dU0Y5p17aWfgCoyJ_17G26u1i7KBhHPO-8B5ik5CDIDQc0reUMLV29xSoVVDqGp4S4Ru5CN0xkgrGsYZO7lzPkXnOV-TugTTLdVP0CknXFIhujP09WoHuEY3kw9gE4YJXEne2QnvU9xDKh4yjiPeLbMNON_4gGd7A9gXbPEWAlQxnmFOPpeYnqHHo50ynN_uG_T944eri8_N5bdPXy7eXzau1ao0XAntuOMDc47QUQDvh5H1kg66o8JqB3Ic5KCpVKRvmRNuEO0AI3QtUz2xfIPeHXL3Sz_D4CCUZCezT3626ZeJ1pv_b4LfmW38aSQjjEtVA14eAtwK7oMJMVlDiRLM1Gshq-L17YgUfyyQi5l9djBNNkBcsmGUSU06xbsqfXVPeh2XFOoHrCrBOibr1A16cZf5L-yxjCpQR6aYc4LROF9s8XF9gp8qnVmrN4fqTa3e_KnerLDsnvWY_qCJH0y5isMW0j_sB1y_AR3Jv5s
CitedBy_id crossref_primary_10_1109_JSEN_2022_3233439
crossref_primary_10_1109_OJEMB_2023_3332839
crossref_primary_10_2478_joeb_2019_0017
crossref_primary_10_1016_j_measurement_2023_114111
crossref_primary_10_1109_TPS_2020_2996662
crossref_primary_10_1177_00219983221135055
crossref_primary_10_2478_joeb_2019_0012
crossref_primary_10_1109_ACCESS_2021_3055480
crossref_primary_10_1007_s12668_020_00795_1
crossref_primary_10_1021_acsabm_3c00356
crossref_primary_10_1088_1361_6579_ac5007
crossref_primary_10_1088_1402_4896_ada2bc
crossref_primary_10_2478_joeb_2021_0010
crossref_primary_10_2478_joeb_2018_0023
crossref_primary_10_1109_TIM_2021_3106132
crossref_primary_10_1038_s41598_019_55749_9
crossref_primary_10_1002_adfm_202306535
crossref_primary_10_1007_s12274_023_5784_x
crossref_primary_10_3390_s23031571
crossref_primary_10_1371_journal_pone_0248786
crossref_primary_10_1016_j_brs_2019_07_010
crossref_primary_10_3390_s19112450
crossref_primary_10_1088_1748_3190_ac2e0c
crossref_primary_10_1371_journal_pone_0221533
Cites_doi 10.1088/0268-1242/29/10/104001
10.1038/nature14441
10.1007/BF02464037
10.1002/adma.201201506
10.1111/j.1469-8986.2011.01292.x
10.1111/psyp.12803
10.1007/BF02464038
10.1063/1.3693392
10.1109/10.301734
10.1007/BF02442549
10.1038/nature06932
10.13164/re.2015.0319
10.1109/TCT.1971.1083337
10.1088/0957-4484/24/38/384010
10.4161/psb.28152
10.1016/j.procs.2010.12.022
10.1063/1.3524521
10.1088/2057-1976/2/2/027002
10.1159/000211353
10.1109/TCSI.2014.2373674
10.1021/nl904092h
10.1007/s12668-014-0156-3
10.1103/PhysRevE.83.031916
10.1088/0957-4484/22/48/485203
10.2340/00015555649398
10.1007/978-1-4614-1126-0_1
10.1007/978-981-10-5122-7_108
ContentType Journal Article
Copyright The Author(s) 2018
2018. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
info:eu-repo/semantics/openAccess
Copyright_xml – notice: The Author(s) 2018
– notice: 2018. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: info:eu-repo/semantics/openAccess
DBID C6C
AAYXX
CITATION
NPM
3V.
7X7
7XB
88A
88E
88I
8FE
8FH
8FI
8FJ
8FK
ABUWG
AEUYN
AFKRA
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
FYUFA
GHDGH
GNUQQ
HCIFZ
K9.
LK8
M0S
M1P
M2P
M7P
PHGZM
PHGZT
PIMPY
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQQKQ
PQUKI
Q9U
7X8
3HK
5PM
DOI 10.1038/s41598-018-34059-6
DatabaseName Springer Nature OA Free Journals
CrossRef
PubMed
ProQuest Central (Corporate)
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Biology Database (Alumni Edition)
Medical Database (Alumni Edition)
Science Database (Alumni Edition)
ProQuest SciTech Collection
ProQuest Natural Science Journals
ProQuest Hospital Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest One Sustainability (subscription)
ProQuest Central UK/Ireland
ProQuest Central Essentials
Biological Science Collection
ProQuest Central
Natural Science Collection
ProQuest One Community College
ProQuest Central
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
Biological Sciences
ProQuest Health & Medical Collection
PML(ProQuest Medical Library)
Science Database
Biological Science Database
ProQuest Central Premium
ProQuest One Academic
Publicly Available Content Database
ProQuest Health & Medical Research Collection
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central Basic
MEDLINE - Academic
NORA - Norwegian Open Research Archives
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
PubMed
Publicly Available Content Database
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest One Health & Nursing
ProQuest Natural Science Collection
ProQuest Biology Journals (Alumni Edition)
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
ProQuest Health & Medical Research Collection
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
Natural Science Collection
ProQuest Central Korea
Health & Medical Research Collection
Biological Science Collection
ProQuest Central (New)
ProQuest Medical Library (Alumni)
ProQuest Science Journals (Alumni Edition)
ProQuest Biological Science Collection
ProQuest Central Basic
ProQuest Science Journals
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
Biological Science Database
ProQuest SciTech Collection
ProQuest Hospital Collection (Alumni)
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic
Publicly Available Content Database

CrossRef


PubMed
Database_xml – sequence: 1
  dbid: C6C
  name: Springer Nature OA Free Journals
  url: http://www.springeropen.com/
  sourceTypes: Publisher
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
EISSN 2045-2322
EndPage 9
ExternalDocumentID PMC6202368
10852_68356
30361557
10_1038_s41598_018_34059_6
Genre Journal Article
GroupedDBID 0R~
3V.
4.4
53G
5VS
7X7
88A
88E
88I
8FE
8FH
8FI
8FJ
AAFWJ
AAJSJ
AAKDD
ABDBF
ABUWG
ACGFS
ACSMW
ACUHS
ADBBV
ADRAZ
AENEX
AEUYN
AFKRA
AJTQC
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
AZQEC
BAWUL
BBNVY
BCNDV
BENPR
BHPHI
BPHCQ
BVXVI
C6C
CCPQU
DIK
DWQXO
EBD
EBLON
EBS
EJD
ESX
FYUFA
GNUQQ
GROUPED_DOAJ
GX1
HCIFZ
HH5
HMCUK
HYE
IPNFZ
KQ8
LK8
M0L
M1P
M2P
M48
M7P
M~E
NAO
OK1
PIMPY
PQQKQ
PROAC
PSQYO
RIG
RNT
RNTTT
RPM
SNYQT
UKHRP
AASML
AAYXX
AFPKN
CITATION
PHGZM
PHGZT
NPM
7XB
8FK
AARCD
K9.
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQUKI
Q9U
7X8
3HK
5PM
ID FETCH-LOGICAL-c498t-3859c3c3d2cc01f5e3bdf2b61d9715a9ce6fd6d91680b42c5cd54defe7428b0a3
IEDL.DBID M48
ISSN 2045-2322
IngestDate Thu Aug 21 14:23:33 EDT 2025
Tue May 06 06:43:35 EDT 2025
Tue Aug 05 09:11:42 EDT 2025
Wed Aug 13 06:11:57 EDT 2025
Wed Feb 19 02:43:28 EST 2025
Thu Apr 24 23:44:06 EDT 2025
Tue Jul 01 00:58:14 EDT 2025
Fri Feb 21 02:38:51 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords Generic Memristor
Biomedical Sensor Applications
Stimulus Voltage
Sweat Ducts
Pinched Hysteresis Loop
Language English
License Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c498t-3859c3c3d2cc01f5e3bdf2b61d9715a9ce6fd6d91680b42c5cd54defe7428b0a3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0002-8783-4213
OpenAccessLink http://journals.scholarsportal.info/openUrl.xqy?doi=10.1038/s41598-018-34059-6
PMID 30361557
PQID 2125272602
PQPubID 2041939
PageCount 9
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_6202368
cristin_nora_10852_68356
proquest_miscellaneous_2126907837
proquest_journals_2125272602
pubmed_primary_30361557
crossref_citationtrail_10_1038_s41598_018_34059_6
crossref_primary_10_1038_s41598_018_34059_6
springer_journals_10_1038_s41598_018_34059_6
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2018-10-25
PublicationDateYYYYMMDD 2018-10-25
PublicationDate_xml – month: 10
  year: 2018
  text: 2018-10-25
  day: 25
PublicationDecade 2010
PublicationPlace London
PublicationPlace_xml – name: London
– name: England
PublicationTitle Scientific reports
PublicationTitleAbbrev Sci Rep
PublicationTitleAlternate Sci Rep
PublicationYear 2018
Publisher Nature Publishing Group UK
Nature Publishing Group
Publisher_xml – name: Nature Publishing Group UK
– name: Nature Publishing Group
References Merrikh-Bayat, Shouraki (CR12) 2011; 3
Sah (CR23) 2015; 62
Chua (CR3) 2014; 29
CR13
Chua (CR16) 2015; 24
Pabst, Tronstad, Grimnes, Fowles, Martinsen (CR29) 2017; 54
Prezioso (CR11) 2015; 521
Martinsen, Grimnes, Karlsen (CR19) 1995; 8
Yamamoto, Yamamoto (CR2) 1981; 19
Yang (CR7) 2010; 97
Abie, Bergli, Galperin, Martinsen (CR25) 2016; 2
Chua (CR4) 1971; 18
Johnsen, Lutken, Martinsen, Grimnes (CR17) 2011; 83
Zhu (CR8) 2012; 24
Grimnes (CR30) 1983; 21
Grimnes (CR1) 1983; 21
Volkov (CR14) 2014; 9
Torrezan, Strachan, Medeiros-Ribeiro, Williams (CR6) 2011; 22
Jo (CR9) 2010; 10
Gale, Adamatzky, de Lacy Costello (CR15) 2015; 5
CR27
Grimnes (CR24) 1984; 64
Panescu, Webster, Stratbucker (CR18) 1994; 41
CR22
CR21
CR20
Joshua Yang (CR26) 2012; 100
Roth, Dawson, Filion (CR28) 2012; 49
Indiveri, Linares-Barranco, Legenstein, Deligeorgis, Prodromakis (CR10) 2013; 24
Strukov, Snider, Stewart, Williams (CR5) 2008; 453
WT Roth (34059_CR28) 2012; 49
SH Jo (34059_CR9) 2010; 10
34059_CR20
34059_CR22
GK Johnsen (34059_CR17) 2011; 83
34059_CR21
MP Sah (34059_CR23) 2015; 62
T Yamamoto (34059_CR2) 1981; 19
O Pabst (34059_CR29) 2017; 54
G Indiveri (34059_CR10) 2013; 24
AC Torrezan (34059_CR6) 2011; 22
X Zhu (34059_CR8) 2012; 24
L Chua (34059_CR16) 2015; 24
D Panescu (34059_CR18) 1994; 41
S Grimnes (34059_CR24) 1984; 64
M Prezioso (34059_CR11) 2015; 521
DB Strukov (34059_CR5) 2008; 453
AG Volkov (34059_CR14) 2014; 9
34059_CR27
ØG Martinsen (34059_CR19) 1995; 8
F Merrikh-Bayat (34059_CR12) 2011; 3
S Grimnes (34059_CR30) 1983; 21
S Grimnes (34059_CR1) 1983; 21
E Gale (34059_CR15) 2015; 5
J Joshua Yang (34059_CR26) 2012; 100
L Chua (34059_CR4) 1971; 18
34059_CR13
JJ Yang (34059_CR7) 2010; 97
L Chua (34059_CR3) 2014; 29
SM Abie (34059_CR25) 2016; 2
20192230 - Nano Lett. 2010 Apr 14;10(4):1297-301
22680988 - Psychophysiology. 2012 Aug;49(8):1017-34
8527155 - Skin Pharmacol. 1995;8(5):237-45
24556876 - Plant Signal Behav. 2014;9(3):e28152
7927388 - IEEE Trans Biomed Eng. 1994 Jul;41(7):672-80
29060249 - Conf Proc IEEE Eng Med Biol Soc. 2017 Jul;2017:1844-1848
22707001 - Adv Mater. 2012 Aug 2;24(29):3941-6
25951284 - Nature. 2015 May 7;521(7550):61-4
28000290 - Psychophysiology. 2017 Mar;54(3):374-385
22071289 - Nanotechnology. 2011 Dec 2;22(48):485203
23999381 - Nanotechnology. 2013 Sep 27;24(38):384010
21517534 - Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Mar;83(3 Pt 1):031916
18451858 - Nature. 2008 May 1;453(7191):80-3
7300468 - Med Biol Eng Comput. 1981 May;19(3):302-10
6664134 - Med Biol Eng Comput. 1983 Nov;21(6):739-49
6664135 - Med Biol Eng Comput. 1983 Nov;21(6):750-5
6203315 - Acta Derm Venereol. 1984;64(2):93-8
References_xml – volume: 29
  start-page: 104001
  year: 2014
  ident: CR3
  article-title: If it’s pinched it’s a memristor
  publication-title: Semiconductor Science and Technology
  doi: 10.1088/0268-1242/29/10/104001
– volume: 521
  start-page: 61
  year: 2015
  end-page: 64
  ident: CR11
  article-title: Training and operation of an integrated neuromorphic network based on metal-oxide memristors
  publication-title: Nature
  doi: 10.1038/nature14441
– ident: CR22
– volume: 21
  start-page: 739
  year: 1983
  end-page: 749
  ident: CR1
  article-title: Skin impedance and electro-osmosis in the human epidermis
  publication-title: Med Biol Eng Comput
  doi: 10.1007/BF02464037
– volume: 24
  start-page: 3941
  year: 2012
  end-page: 3946
  ident: CR8
  article-title: Observation of Conductance Quantization in Oxide‐Based Resistive Switching Memory
  publication-title: Advanced Materials
  doi: 10.1002/adma.201201506
– volume: 49
  start-page: 1017
  year: 2012
  end-page: 1034
  ident: CR28
  article-title: Publication recommendations for electrodermal measurements
  publication-title: Psychophysiology
  doi: 10.1111/j.1469-8986.2011.01292.x
– volume: 54
  start-page: 374
  year: 2017
  end-page: 385
  ident: CR29
  article-title: Comparison between the AC and DC measurement of electrodermal activity
  publication-title: Psychophysiology
  doi: 10.1111/psyp.12803
– volume: 21
  start-page: 750
  year: 1983
  end-page: 755
  ident: CR30
  article-title: Impedance measurement of individual skin surface electrodes
  publication-title: Medical and Biological Engineering and Computing
  doi: 10.1007/BF02464038
– volume: 100
  start-page: 113501
  year: 2012
  ident: CR26
  article-title: Engineering nonlinearity into memristors for passive crossbar applications
  publication-title: Applied Physics Letters
  doi: 10.1063/1.3693392
– volume: 41
  start-page: 672
  year: 1994
  end-page: 680
  ident: CR18
  article-title: A nonlinear electrical-thermal model of the skin
  publication-title: IEEE Transactions on Biomedical Engineering
  doi: 10.1109/10.301734
– volume: 19
  start-page: 302
  year: 1981
  ident: CR2
  article-title: Non-linear electrical properties of skin in the low frequency range
  publication-title: Medical and Biological Engineering and Computing
  doi: 10.1007/BF02442549
– volume: 453
  start-page: 80
  year: 2008
  ident: CR5
  article-title: The missing memristor found
  publication-title: nature
  doi: 10.1038/nature06932
– volume: 24
  start-page: 319
  year: 2015
  ident: CR16
  article-title: Everything you wish to know about memristors but are afraid to ask
  publication-title: Radioengineering
  doi: 10.13164/re.2015.0319
– ident: CR27
– volume: 64
  start-page: 93
  year: 1984
  end-page: 98
  ident: CR24
  article-title: Pathways of ionic flow through human skin
  publication-title: Acta dermato-venereologica
– volume: 18
  start-page: 507
  year: 1971
  end-page: 519
  ident: CR4
  article-title: Memristor-the missing circuit element
  publication-title: IEEE Transactions on circuit theory
  doi: 10.1109/TCT.1971.1083337
– ident: CR21
– volume: 24
  start-page: 384010
  year: 2013
  ident: CR10
  article-title: Integration of nanoscale memristor synapses in neuromorphic computing architectures
  publication-title: Nanotechnology
  doi: 10.1088/0957-4484/24/38/384010
– ident: CR13
– volume: 9
  start-page: e28152
  year: 2014
  ident: CR14
  article-title: Memristors in plants
  publication-title: Plant signaling & behavior
  doi: 10.4161/psb.28152
– volume: 3
  start-page: 128
  year: 2011
  end-page: 132
  ident: CR12
  article-title: Memristor-based circuits for performing basic arithmetic operations
  publication-title: Procedia Computer Science
  doi: 10.1016/j.procs.2010.12.022
– volume: 97
  start-page: 232102
  year: 2010
  ident: CR7
  article-title: High switching endurance in TaO x memristive devices
  publication-title: Applied Physics Letters
  doi: 10.1063/1.3524521
– volume: 2
  start-page: 027002
  year: 2016
  ident: CR25
  article-title: Universality of AC conductance in human hair
  publication-title: Biomedical Physics & Engineering Express
  doi: 10.1088/2057-1976/2/2/027002
– volume: 8
  start-page: 237
  year: 1995
  end-page: 245
  ident: CR19
  article-title: Electrical methods for skin moisture assessment
  publication-title: Skin Pharmacology and Physiology
  doi: 10.1159/000211353
– volume: 62
  start-page: 891
  year: 2015
  end-page: 898
  ident: CR23
  article-title: A generic model of memristors with parasitic components
  publication-title: IEEE Transactions on Circuits and Systems I: Regular Papers
  doi: 10.1109/TCSI.2014.2373674
– volume: 10
  start-page: 1297
  year: 2010
  end-page: 1301
  ident: CR9
  article-title: Nanoscale memristor device as synapse in neuromorphic systems
  publication-title: Nano letters
  doi: 10.1021/nl904092h
– volume: 5
  start-page: 1
  year: 2015
  end-page: 8
  ident: CR15
  article-title: Slime mould memristors
  publication-title: BioNanoScience
  doi: 10.1007/s12668-014-0156-3
– volume: 83
  start-page: 031916
  year: 2011
  ident: CR17
  article-title: Memristive model of electro-osmosis in skin
  publication-title: Phys Rev E Stat Nonlin Soft Matter Phys
  doi: 10.1103/PhysRevE.83.031916
– volume: 22
  start-page: 485203
  year: 2011
  ident: CR6
  article-title: Sub-nanosecond switching of a tantalum oxide memristor
  publication-title: Nanotechnology
  doi: 10.1088/0957-4484/22/48/485203
– ident: CR20
– volume: 9
  start-page: e28152
  year: 2014
  ident: 34059_CR14
  publication-title: Plant signaling & behavior
  doi: 10.4161/psb.28152
– volume: 21
  start-page: 750
  year: 1983
  ident: 34059_CR30
  publication-title: Medical and Biological Engineering and Computing
  doi: 10.1007/BF02464038
– volume: 100
  start-page: 113501
  year: 2012
  ident: 34059_CR26
  publication-title: Applied Physics Letters
  doi: 10.1063/1.3693392
– ident: 34059_CR22
– volume: 5
  start-page: 1
  year: 2015
  ident: 34059_CR15
  publication-title: BioNanoScience
  doi: 10.1007/s12668-014-0156-3
– volume: 18
  start-page: 507
  year: 1971
  ident: 34059_CR4
  publication-title: IEEE Transactions on circuit theory
  doi: 10.1109/TCT.1971.1083337
– volume: 64
  start-page: 93
  year: 1984
  ident: 34059_CR24
  publication-title: Acta dermato-venereologica
  doi: 10.2340/00015555649398
– volume: 22
  start-page: 485203
  year: 2011
  ident: 34059_CR6
  publication-title: Nanotechnology
  doi: 10.1088/0957-4484/22/48/485203
– volume: 19
  start-page: 302
  year: 1981
  ident: 34059_CR2
  publication-title: Medical and Biological Engineering and Computing
  doi: 10.1007/BF02442549
– volume: 24
  start-page: 319
  year: 2015
  ident: 34059_CR16
  publication-title: Radioengineering
  doi: 10.13164/re.2015.0319
– volume: 29
  start-page: 104001
  year: 2014
  ident: 34059_CR3
  publication-title: Semiconductor Science and Technology
  doi: 10.1088/0268-1242/29/10/104001
– volume: 2
  start-page: 027002
  year: 2016
  ident: 34059_CR25
  publication-title: Biomedical Physics & Engineering Express
  doi: 10.1088/2057-1976/2/2/027002
– volume: 54
  start-page: 374
  year: 2017
  ident: 34059_CR29
  publication-title: Psychophysiology
  doi: 10.1111/psyp.12803
– volume: 8
  start-page: 237
  year: 1995
  ident: 34059_CR19
  publication-title: Skin Pharmacology and Physiology
  doi: 10.1159/000211353
– volume: 41
  start-page: 672
  year: 1994
  ident: 34059_CR18
  publication-title: IEEE Transactions on Biomedical Engineering
  doi: 10.1109/10.301734
– volume: 49
  start-page: 1017
  year: 2012
  ident: 34059_CR28
  publication-title: Psychophysiology
  doi: 10.1111/j.1469-8986.2011.01292.x
– volume: 83
  start-page: 031916
  year: 2011
  ident: 34059_CR17
  publication-title: Phys Rev E Stat Nonlin Soft Matter Phys
  doi: 10.1103/PhysRevE.83.031916
– ident: 34059_CR21
– volume: 97
  start-page: 232102
  year: 2010
  ident: 34059_CR7
  publication-title: Applied Physics Letters
  doi: 10.1063/1.3524521
– volume: 521
  start-page: 61
  year: 2015
  ident: 34059_CR11
  publication-title: Nature
  doi: 10.1038/nature14441
– volume: 3
  start-page: 128
  year: 2011
  ident: 34059_CR12
  publication-title: Procedia Computer Science
  doi: 10.1016/j.procs.2010.12.022
– volume: 21
  start-page: 739
  year: 1983
  ident: 34059_CR1
  publication-title: Med Biol Eng Comput
  doi: 10.1007/BF02464037
– volume: 24
  start-page: 3941
  year: 2012
  ident: 34059_CR8
  publication-title: Advanced Materials
  doi: 10.1002/adma.201201506
– volume: 24
  start-page: 384010
  year: 2013
  ident: 34059_CR10
  publication-title: Nanotechnology
  doi: 10.1088/0957-4484/24/38/384010
– ident: 34059_CR27
  doi: 10.1007/978-1-4614-1126-0_1
– ident: 34059_CR20
  doi: 10.1007/978-981-10-5122-7_108
– volume: 62
  start-page: 891
  year: 2015
  ident: 34059_CR23
  publication-title: IEEE Transactions on Circuits and Systems I: Regular Papers
  doi: 10.1109/TCSI.2014.2373674
– volume: 10
  start-page: 1297
  year: 2010
  ident: 34059_CR9
  publication-title: Nano letters
  doi: 10.1021/nl904092h
– ident: 34059_CR13
– volume: 453
  start-page: 80
  year: 2008
  ident: 34059_CR5
  publication-title: nature
  doi: 10.1038/nature06932
– reference: 22680988 - Psychophysiology. 2012 Aug;49(8):1017-34
– reference: 22071289 - Nanotechnology. 2011 Dec 2;22(48):485203
– reference: 6664134 - Med Biol Eng Comput. 1983 Nov;21(6):739-49
– reference: 7300468 - Med Biol Eng Comput. 1981 May;19(3):302-10
– reference: 22707001 - Adv Mater. 2012 Aug 2;24(29):3941-6
– reference: 28000290 - Psychophysiology. 2017 Mar;54(3):374-385
– reference: 29060249 - Conf Proc IEEE Eng Med Biol Soc. 2017 Jul;2017:1844-1848
– reference: 18451858 - Nature. 2008 May 1;453(7191):80-3
– reference: 20192230 - Nano Lett. 2010 Apr 14;10(4):1297-301
– reference: 8527155 - Skin Pharmacol. 1995;8(5):237-45
– reference: 23999381 - Nanotechnology. 2013 Sep 27;24(38):384010
– reference: 7927388 - IEEE Trans Biomed Eng. 1994 Jul;41(7):672-80
– reference: 21517534 - Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Mar;83(3 Pt 1):031916
– reference: 6203315 - Acta Derm Venereol. 1984;64(2):93-8
– reference: 24556876 - Plant Signal Behav. 2014;9(3):e28152
– reference: 6664135 - Med Biol Eng Comput. 1983 Nov;21(6):750-5
– reference: 25951284 - Nature. 2015 May 7;521(7550):61-4
SSID ssj0000529419
Score 2.3929713
Snippet An electrical measurement is non-linear when the applied stimulus itself affects the electrical properties of the underlying tissue. Corresponding...
SourceID pubmedcentral
cristin
proquest
pubmed
crossref
springer
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 15806
SubjectTerms 631/57
639/166/985
639/166/987
639/766/930/12
Electrical properties
Humanities and Social Sciences
Hysteresis
multidisciplinary
Science
Science (multidisciplinary)
Skin
Stratum corneum
Sweat
Tissues
Voltage
SummonAdditionalLinks – databaseName: Health & Medical Collection
  dbid: 7X7
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1NT9wwELUoqFIvVfloWaDIlXoDiyT-iH2qqqoIVSonkPZmObbTruhmt7vLgX_PjOMN2qJytqM4eWPP84z9hpDPRqKSj5cM6GpggsfIDAoCyFZFLpRuTboh9_NaXd2KH2M5zgG3ZT5WuV4T00IdZh5j5BewxMqqBvZdfZn_ZVg1CrOruYTGK7KD0mV4pKse10OMBbNYojT5rkzB9cUS_BXeKSs140BVDEPe69N06jY90zO6-fzU5D-p0-SRLt-Rt5lK0q899rtkK3Z75HVfXPJhn1yDBVDY3DMkkm5B-4I3iAmdYwR-gVKqdNbSVKaPLu8mHZ26u0gnK-roL5Sjnng6jdOkPrA4ILeX32--XbFcPYF5YfSKcS2N556HyvuibGXkTWirRpXB1KV0xkfVBhWAHuqiEQCXD1KE2EbYLOumcPw92YZBxkNCuXTch8ilr52og25aw0XUSsVGubpQI3KY_6HtwHBRdFRWVgG5g6Zy_VOtz6rjWPzij03Zb65tD4kFSGyCxMIzZ8Mz815z48XeJ2usbJ5_S_tkLSPyaWiGmYPpENfF2X3qg6EB2KGPyIce2uF16NiBaUFLvQH60AFVuTdbusnvpM6tsCC90iNyvjaPp2H9_yuOXv6KY_KmQqMFp1nJE7K9WtzHj8CGVs1pMvlHh1oFrw
  priority: 102
  providerName: ProQuest
– databaseName: Springer Nature OA Free Journals
  dbid: C6C
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Lb9QwEB6VIiQuiPLq9oGMxA0skvgR-4hWVFUleqJSb5ZjO7Aqm1a720P_PTPOAy0FpJ49Vpx8duazx_MNwHurSMknKI50NXIpUuKWBAFUq5OQ2rQ2Z8h9PdenF_LsUl3uQDXmwuRL-1nSMv-mx9thn9boaCgZrDRcIMewXD-CxyTdTrN6rufTuQpFrmRph_yYQpi_dEWuG_IS6ra90T2Kef-m5B_h0uyFTp7Ds4E-ss_9gPdgJ3Uv4ElfUPLuJZwj6gw39JzIo1-xvsgN4cBu6NR9RfKp7LpluTQfW18tOrb0V4ktNsyz7yRBvQhsmZZZcWD1Ci5Ovnybn_KhYgIP0poNF0bZIIKIVQhF2aokmthWjS6jrUvlbUi6jToiJTRFIxGiEJWMqU24QTZN4cVr2MVBpn1gQnkRYhIq1F7W0TStFTIZrVOjfV3oGewP39B1OFlJaFRVTiOhw6Zy_KguDErjVPDip8sRb2FcD4lDSFyGxGGfD1Ofm15n47_WRyNWblhza4dOWFU17s-qGbybmnG1UAjEd-n6NtvQcQDuymfwpod2ehw5c2RX2FJvgT4ZkBL3dku3-JEVuTUVoddmBh_H6fF7WP9-i4OHmR_C04omMTrOSh3B7mZ1m46REW2at3kJ_AJH1AOn
  priority: 102
  providerName: Springer Nature
Title The non-linear electrical properties of human skin make it a generic memristor
URI https://link.springer.com/article/10.1038/s41598-018-34059-6
https://www.ncbi.nlm.nih.gov/pubmed/30361557
https://www.proquest.com/docview/2125272602
https://www.proquest.com/docview/2126907837
http://hdl.handle.net/10852/68356
https://pubmed.ncbi.nlm.nih.gov/PMC6202368
Volume 8
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3fb9MwED7th5B4QfxeYVRG4g0MTRw79gNCpdo0VVqFgEp9sxLbgWprNtJOYv89d05aVDYQT5ViJ3V8d7rv7Pj7AF4ZSUw-TnKEq55nIgRuiBBAViqITOnKxBNypxN1Ms3GMznbgbXcUTeBy1tLO9KTmjbnb3_-uP6AAf--PTKu3y0xCdFBsURzgfjDcLUL-5iZcgrU0w7ut1zfqcmi1geRsHMEE2l3jub2xyAmdjHU6u2sdQOK3vyi8o9t1Zitju_DvQ5msmHrFw9gJ9QP4U4rPHn9CCboHQwLf04gs2hYK4ZD9mKXtDrfEM0qu6hYlPBjy7N5zRbFWWDzFSvYN6Kqnju2CIvITNA8hunx0dfRCe-UFbjLjF5xoaVxwgmfOjdIKhlE6au0VIk3eSIL44KqvPIIHfWgzNCUzsvMhypgIa3LQSGewB4OMhwAE7IQzgchXV5kuddlZUQWtFKhVEU-UD046ObQ1ujUREgqU6sQ-GFTsp5U6zpGchLGOLdxZ1xo25rEoklsNInFe15v7rls-Tj-2ftwbSu7di2LyVqmOdZxaQ9ebpoxqmirpKjDxVXsQ8sGWL334Glr2s3fUdJHFIYt-ZbRNx2IsXu7pZ5_j8zdisTqle7Bm7V7_B7W39_i2X8M8zncTclzMaum8hD2Vs1VeIFwaVX2YTef5X3YHw7HX8b4-_Fo8ukzXh2pUT8uQfRjlPwCtNASuw
linkProvider Scholars Portal
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELbKVgguiHcXChgJTmA1iR-xDwjxaLWl7QqhVurNTWwHVmWzy-5WqH-K38iMk2y1VPTWs-3E9szYn2fsbwh5ZSQy-TjJAK56JngIzCAhgKxU4ELpysQXcgdDNTgSX47l8Rr5072FwWuV3ZoYF2o_cegj34IlVmY5oO_s_fQXw6xRGF3tUmg0arEXzn_DkW3-bvczyPd1lu1sH34asDarAHPC6AXjWhrHHfeZc0laycBLX2WlSr3JU1kYF1TllQfYpJNSwDCcl8KHKsAhUpdJweG7N8i64HCU6ZH1j9vDr9-WXh2Mm4nUtK9zEq635rBD4iu2VDMO4MgwRNouGnC9uhdeAriX72n-E6yNe-DOXXKnBa_0Q6Nt98haqO-Tm006y_MHZAg6R-tJzRC6FjPapNhBLaBT9PnPkLyVTioaEwPS-emopuPiNNDRghb0OxJgjxwdh3HkO5g9JEfXMrOPSA86GTYI5bLgzgcuXV6I3OuyMlwErVQoVZEnqk822jm0NZgK0pzKzCqAk1CUdpNqXctzjuk2ftoYb-faNiKxIBIbRWKhzZtlm2nD8nFl7c1OVra1-Lm90M8-ebksBlvFAExRh8lZrIPOCM3zPnnciHb5O4QSgO2gJF8R-rIC8oCvltSjH5EPXGWYBkD3ydtOPS669f9RPLl6FC_IrcHhwb7d3x3uPSW3M1Rg2LIzuUl6i9lZeAZYbFE-bw2AkpPrtrm_zFVFSA
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LbxMxELZKEYgL4tkGChgJTmBld71-HRBClKilEHGgUm5m1_ZCVLIJSSrUv8avY8b7qEJFbz3b3rU9M_bnGfsbQl4YgUw-TjCAq57lPARmkBBAVDLwXOrKxBdyn8fy4Dj_OBGTLfKnewuD1yq7NTEu1H7u0Ec-hCVWZArQdzas2msRX_ZHbxe_GGaQwkhrl06jUZGjcPYbjm-rN4f7IOuXWTb68PX9AWszDDCXG71mXAvjuOM-cy5JKxF46auslKk3KhWFcUFWXnqAUDopcxiS8yL3oQpwoNRlUnD47jVyXXGRoo2pier9OxhBy1PTvtNJuB6uYK_E92ypZhxgkmGIuV005XpzV7wAdS_e2PwnbBt3w9EdcruFsfRdo3d3yVao75EbTWLLs_tkDNpH63nNEMQWS9ok20F9oAv0_i-RxpXOKxpTBNLVybSms-Ik0OmaFvQ7UmFPHZ2FWWQ-WD4gx1cyrw_JNnQy7BLKRcGdD1w4VeTK67IyPA9aylDKQiVyQHbbObQ1GA0SnorMSgCWUJR2k2pdy3iOiTd-2hh559o2IrEgEhtFYqHNq77NouH7uLT2Xicr29r-yp5r6oA874vBajEUU9RhfhrroFtCczUgO41o-98hqACUByVqQ-h9BWQE3yyppz8iM7jMMCGAHpDXnXqcd-v_o3h0-SiekZtgafbT4fjoMbmVof7C3p2JPbK9Xp6GJwDK1uXTqP2UfLtqc_sLYZpIGA
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The+non-linear+electrical+properties+of+human+skin+make+it+a+generic+memristor&rft.jtitle=Scientific+reports&rft.au=Pabst%2C+Oliver&rft.au=Martinsen%2C+%C3%98rjan+G&rft.au=Chua%2C+Leon&rft.date=2018-10-25&rft.issn=2045-2322&rft.eissn=2045-2322&rft.volume=8&rft.issue=1&rft.spage=15806&rft_id=info:doi/10.1038%2Fs41598-018-34059-6&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2045-2322&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2045-2322&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2045-2322&client=summon