From integrator to resonator neurons: a multiple-timescale scenario

被引:1
|
作者
Girier, Guillaume [1 ]
Desroches, Mathieu [2 ]
Rodrigues, Serafim [1 ,3 ]
机构
[1] Basque Ctr Appl Math BCAM, MCEN Team, Bilbao, Spain
[2] Inria Ctr Univ Cote Azur, MathNeuro Project Team, Sophia Antipolis, France
[3] Basque Fdn Sci, Ikerbasque, Bilbao, Spain
关键词
Neuronal dynamics; Excitability; Multiple timescales; Integrator neuron; Resonator neuron; Folded singularities; Canards; MIXED-MODE OSCILLATIONS; DYNAMIC CLAMP; CANARDS; EXCITABILITY; HODGKIN; CHAOS; MEMBRANES; SPIKING; BRAIN;
D O I
10.1007/s11071-023-08687-1
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Neuronal excitability manifests itself through a number of key markers of the dynamics and it allows to classify neurons into different groups with identifiable voltage responses to input currents. In particular, two main types of excitability can be defined based on experimental observations, and their underlying mathematical models can be distinguished through separate bifurcation scenarios. Related to these two main types of excitable neural membranes, and associated models, is the distinction between integrator and resonator neurons. One important difference between integrator and resonator neurons, and their associated model representations, is the presence in resonators, as opposed to integrators, of subthreshold oscillations following spikes. Switches between one neural category and the other can be observed and/or created experimentally, and reproduced in models mostly through changes of the bifurcation structure. In the present work, we propose a new scenario of switch between integrator and resonator neurons based upon multiple-timescale dynamics and the possibility to force an integrator neuron with a specific time-dependent slowly varying current. The key dynamical object organising this switch is a so-called folded-saddle singularity. We also showcase the reverse switch via a folded-node singularity and propose an experimental protocol to test our theoretical predictions.
引用
收藏
页码:16545 / 16556
页数:12
相关论文
共 50 条
  • [41] Multiple Origins of Neurons From Secretory Cells
    Moroz, Leonid L.
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [42] Automated intracellular recording from multiple neurons in vivo
    Ota, Keisuke
    Matsumoto, Takashi
    Yazaki-Sugiyama, Yoko
    Suzuki, Takayuki
    Kamoshida, Atsushi
    Murayama, Masanori
    IEEJ Transactions on Electronics, Information and Systems, 2014, 134 (10) : 1506 - 1514
  • [43] Unilateral internuclear ophthalmoplegia with upbeat nystagmus from ischemic origin: evidence for the paramedian tract neurons as a vertical neural integrator?
    Zhao, Zhang-Ning
    Li, Xiao-Lin
    Ma, Gao-Ting
    Zhu, Mei-Jia
    INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL MEDICINE, 2015, 8 (08): : 14257 - 14259
  • [44] Link from ZD Control to Pascal's Triangle Illustrated via Multiple-Integrator Systems
    Zhang, Yunong
    Xiao, Huinan
    Chen, Dechao
    Ding, Sitong
    Chen, Pei
    2016 12TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2016, : 2127 - 2131
  • [45] Mind the gap: from neurons to networks to outcomes in multiple sclerosis
    Chard, Declan T.
    Alahmadi, Adnan A. S.
    Audoin, Bertrand
    Charalambous, Thalis
    Enzinger, Christian
    Hulst, Hanneke E.
    Rocca, Maria A.
    Rovira, Alex
    Sastre-Garriga, Jaume
    Schoonheim, Menno M.
    Tijms, Betty
    Tur, Carmen
    Gandini Wheeler-Kingshott, Claudia A. M.
    Wink, Alle Meije
    Ciccarelli, Olga
    Barkhof, Frederik
    NATURE REVIEWS NEUROLOGY, 2021, 17 (03) : 173 - 184
  • [46] Mind the gap: from neurons to networks to outcomes in multiple sclerosis
    Declan T. Chard
    Adnan A. S. Alahmadi
    Bertrand Audoin
    Thalis Charalambous
    Christian Enzinger
    Hanneke E. Hulst
    Maria A. Rocca
    Àlex Rovira
    Jaume Sastre-Garriga
    Menno M. Schoonheim
    Betty Tijms
    Carmen Tur
    Claudia A. M. Gandini Wheeler-Kingshott
    Alle Meije Wink
    Olga Ciccarelli
    Frederik Barkhof
    Nature Reviews Neurology, 2021, 17 : 173 - 184
  • [47] Prompt optical emission from gamma-ray bursts with multiple timescale variability of central engine activities
    Si-Yao Xu
    Zhuo Li
    Research in Astronomy and Astrophysics, 2014, 14 (04) : 411 - 422
  • [48] Prediction of one dimensional hand trajectories from electrocorticograms in a monkey using Multiple Timescale Recurrent Neural Network
    Komatsu, Misako
    Chao, Zenas C.
    Yanagawa, Toru
    Fujii, Naotaka
    Tani, Jun
    NEUROSCIENCE RESEARCH, 2010, 68 : E214 - E214
  • [49] Prompt optical emission from gamma-ray bursts with multiple timescale variability of central engine activities
    Xu, Si-Yao
    Li, Zhuo
    RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2014, 14 (04) : 411 - 422
  • [50] Sustainable multiple resonator sound absorbers made from fruit stones and air gap
    Julia Sanchis, E.
    Segura Alcaraz, J.
    Montava Belda, I
    Gadea Borrell, J. M.
    ALEXANDRIA ENGINEERING JOURNAL, 2022, 61 (12) : 10219 - 10231