Simple model of spiking neurons

IEEE Transactions on Neural Networks
Eugene M Izhikevich

Abstract

A model is presented that reproduces spiking and bursting behavior of known types of cortical neurons. The model combines the biologically plausibility of Hodgkin-Huxley-type dynamics and the computational efficiency of integrate-and-fire neurons. Using this model, one can simulate tens of thousands of spiking cortical neurons in real time (1 ms resolution) using a desktop PC.

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Jun 22, 2007·Journal of Neurophysiology·Christine V Portfors, Patrick D Roberts
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Oct 24, 2017·Computational Intelligence and Neuroscience·Mohammad DaneshzandBuket D Barkana
Aug 30, 2019·Materials·Luis A Camuñas-MesaTeresa Serrano-Gotarredona
Dec 17, 2019·Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences·Ryan CalmusChristopher I Petkov
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Feb 26, 2016·Journal of Neural Engineering·Daniele PoliPaolo Massobrio
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Nov 14, 2015·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·June Hoan KimKyoung J Lee
Dec 10, 2016·Frontiers in Neural Circuits·Eric V JangArseny S Khakhalin
Mar 21, 2017·Synapse·Spyridon Chavlis, Panayiota Poirazi
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Jul 10, 2017·Biological cybernetics·H T van der Scheer, A Doelman
Aug 16, 2017·Scientific Reports·Sangya DuttaUdayan Ganguly
Mar 20, 2018·Frontiers in Computational Neuroscience·Rodrigo F O PenaBenjamin Lindner
Aug 10, 2018·Computational Psychiatry·David Cittern, Abbas Edalat
Jul 25, 2018·International Journal of Neural Systems·Jose Gomez-TamesYoshihiro Muragaki
Aug 28, 2018·Journal of Computational Neuroscience·Thomas HeibergHans E Plesser
Sep 26, 2018·Cognitive Neurodynamics·Yingmei QinJia Zhao
Oct 26, 2018·Frontiers in Neuroscience·Kaveh Akbarzadeh-SherbafAbdol-Hossein Vahabie
Oct 24, 2018·Frontiers in Neuroinformatics·Inga BlundellAbigail Morrison
Mar 28, 2019·Frontiers in Neuroinformatics·Rodrigo AmaducciPablo Varona
Apr 14, 2019·Neural Computation·Henri HokkanenSimo Vanni
Feb 21, 2019·Biological cybernetics·Ronaldo V NunesRaphael Y de Camargo
May 10, 2019·Frontiers in Neuroscience·Farad KhoyrateeTimothée Levi
Apr 27, 2019·ELife·Salvador Dura-BernalWilliam W Lytton
May 3, 2019·Computational Intelligence and Neuroscience·G López-VázquezH Rostro-Gonzalez
Jun 14, 2019·Frontiers in Neuroscience·Daniele CaligioreGianluca Baldassarre
Jun 20, 2019·Frontiers in Neuroinformatics·Aaron R Shifman, John E Lewis
Nov 21, 2019·Scientific Reports·Víctor J López-MadronaErnesto Pereda
Oct 30, 2019·Journal of Computational Neuroscience·Daniel IoanGabriela Ciuprina
Mar 3, 2020·Frontiers in Neurorobotics·Christopher A HarrisGregory J Gage
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Mar 3, 2020·Frontiers in Computational Neuroscience·Mengting ShiYi Zeng
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Mar 21, 2020·Frontiers in Computational Neuroscience·Samantha N SchummDavid F Meaney
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Sep 3, 2020·Chaos·Alexander N ChurilovElvira R Salakhova
Jul 3, 2020·Chaos·Praveen KasthuriJürgen Kurths
Sep 29, 2020·Frontiers in Computational Neuroscience·Adriaan-Alexander Ludl, Jordi Soriano
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Mar 23, 2017·Frontiers in Computational Neuroscience·David A Peterson, Terrence J Sejnowski
Aug 30, 2017·Frontiers in Neuroscience·Basabdatta Sen-BhattacharyaSteve B Furber
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Sep 12, 2018·Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences·Padraig GleesonStephen D Larson
Nov 24, 2018·Frontiers in Neuroinformatics·Johanna SenkBenjamin Weyers
Mar 23, 2019·Frontiers in Neuroscience·Abhronil SenguptaKaushik Roy
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Apr 10, 2019·Biomedical Engineering Online·Francesco M PetriniStanisa Raspopovic
Feb 7, 2019·Journal of Medical Internet Research·Chi-Shiang WangJung-Hsien Chiang
Aug 10, 2019·Frontiers in Cellular Neuroscience·Junxiu LiuDavid M Halliday
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Mar 17, 2020·Frontiers in Neuroscience·Sergey A LobovVictor B Kazantsev
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Feb 9, 2017·Cognitive Neurodynamics·Jia ZhaoJianbing Sun
Nov 6, 2015·Frontiers in Neuroscience·Marina IgnatovHermann Kohlstedt
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May 15, 2015·Journal of Neurophysiology·Simo VanniRicardo Vigário
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Aug 14, 2018·Biological cybernetics·Joshua Chang, David Paydarfar
Jul 28, 2017·Journal of Computational Neuroscience·Áine ByrneStephen Coombes
Jun 26, 2018·Frontiers in Neuroscience·Nima Salimi-NezhadCecilia Laschi
Nov 3, 2017·Chaos·Luis A AguirreChristophe Letellier
Dec 19, 2018·Frontiers in Neuroinformatics·Alice GeminianiEgidio D'Angelo
Dec 14, 2018·Frontiers in Neuroscience·Oliver RhodesSteve B Furber
Nov 21, 2018·Frontiers in Neuroinformatics·Inga BlundellJochen Martin Eppler
Apr 17, 2019·Advanced Science·Jennifer Y GerasimovSimone Fabiano
Oct 9, 2018·Frontiers in Computational Neuroscience·Terence D Sanger
May 7, 2019·Frontiers in Neuroinformatics·Qiangqiang OuyangZhiyong Cao
Jan 10, 2019·Frontiers in Computational Neuroscience·Sajjad SeifozzakeriniHossein Nejati
Jan 12, 2019·Frontiers in Neuroinformatics·Hananel HazanRobert Kozma
Aug 29, 2019·Frontiers in Neuroscience·Yan FangArijit Raychowdhury
Nov 29, 2019·Nature·Kaushik RoyPriyadarshini Panda
Jun 30, 2019·Journal of Cognitive Neuroscience·Holger DannenbergMichael E Hasselmo
Mar 13, 2019·Frontiers in Neural Circuits·Vignayanandam Ravindernath MuddapuSrikanth Ramaswamy
May 22, 2019·Molecules : a Journal of Synthetic Chemistry and Natural Product Chemistry·Dariusz ŚwietlikAida Kusiak
Jul 24, 2019·Physical Review. E·Marcel A PintoFernanda Selingardi Matias
Jul 19, 2019·Frontiers in Computational Neuroscience·Hui Wei, Yi-Fan Du
Feb 12, 2020·Scientific Reports·Rodrigo A GarcíaNicolás Rubido
Mar 15, 2020·Biological cybernetics·Nikolay I BazenkovOleg P Kuznetsov
Jul 3, 2020·Chaos·Siva VenkadeshGiorgio A Ascoli
Sep 22, 2020·Brain Informatics·Ferdousi Sabera RawnaqueKhondaker Abdullah Al Mamun
Sep 19, 2020·Neural Computation·Terence D Sanger, Mitsuo Kawato
Jan 4, 2017·Bioinformatics·Fabian FröhlichJan Hasenauer
May 4, 2017·Scientific Reports·Sou NobukawaTeruya Yamanishi
Aug 5, 2017·Frontiers in Neuroinformatics·Ruben A Tikidji-HamburyanTarek A El-Ghazawi
Apr 26, 2018·Frontiers in Neuroscience·Runchun M WangAndré van Schaik
Aug 14, 2018·Frontiers in Computational Neuroscience·Eric HuTheodore W Berger
Feb 6, 2019·Scientific Reports·Daniel Aguilar-Velázquez, Lev Guzmán-Vargas
Dec 4, 2019·Frontiers in Neuroscience·Ensieh IranmehrBernabe Linares-Barranco
Jun 2, 2020·Frontiers in Neuroscience·Ahana GangopadhyayShantanu Chakrabartty
Feb 5, 2020·Frontiers in Neuroscience·Nima Salimi-NezhadCecilia Laschi
Jun 27, 2018·Science Robotics·Luke E OsbornNitish V Thakor
May 17, 2017·Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences·Xiumin LiFangzheng Xue
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Jul 26, 2018·Frontiers in Computational Neuroscience·Karthik SomanV Srinivasa Chakravarthy
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Apr 20, 2018·Nature Communications·Alice MizrahiDamien Querlioz
Aug 16, 2018·Frontiers in Cellular Neuroscience·Udaya Bhaskar RongalaHenrik Jörntell
Jul 1, 2020·Frontiers in Neuroscience·Pablo StoliarMarcelo J Rozenberg
Jul 18, 2020·Frontiers in Neurorobotics·Beck StrohmerLeon Bonde Larsen
Jul 17, 2020·Frontiers in Neuroscience·Sourav DuttaSuman Datta
Mar 18, 2020·Frontiers in Neuroscience·Chankyu LeeKaushik Roy
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Nov 10, 2020·Journal of Computational Neuroscience·Rahmi Elibol, Neslihan Serap Şengör
Nov 10, 2020·Advanced Materials·Jia-Qin YangSu-Ting Han
Dec 1, 2020·Neural Computation·Tomasz GórskiAlain Destexhe
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Jan 6, 2021·Neural Computation·Tomas Van PottelberghRodolphe Sepulchre
Sep 18, 2020·International Journal of Neural Systems·Eduardo Bayro-CorrochanoJorge Lisarraga-Rodriguez
Sep 14, 2019·Behavioural Brain Research·