Modeling of cellular and network neural mechanisms for respiratory pattern generation

被引:0
|
作者
Schwaber, JS
Rybak, IA
Paton, JFR
机构
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The objectives of the research were to develop a computational model of the central generator of the respiratory pattern (CGRP) and to explore the roles of intrinsic biophysical properties of respiratory neurons in interactions with network properties in CGRP performance. The models of specific single respiratory neurons were developed in the Hodgkin-Huxley style and include sodium and a series of potassium and calcium channels. The different models produced the specific firing patterns of respiratory neurons recorded experimentally (i.e. adapting and ramping bursts). The CGRP model included: a network of respiratory neurons with different intrinsic properties, peripheral feedback from pulmonary stretch receptors and inputs from other nerves. The model demonstrated both a stable respiratory rhythm and the specific patterns of respiratory neuronal discharges recorded experimentally. Our model shows how calcium and calcium dependent channels in different respiratory neurons, in interaction with properties of the respiratory network, provide: (i) shaping of the specific neuronal patterns; (ii) respiratory rhythm generation, and (iii) control of the respiratory phase snitching.
引用
收藏
页码:160 / 167
页数:8
相关论文
共 50 条
  • [21] Emergent mechanisms in multiple pattern generation of the lobster pyloric network
    Makino, Y
    Akiyama, M
    Yano, M
    BIOLOGICAL CYBERNETICS, 2000, 82 (06) : 443 - 454
  • [22] NAD: Neural Network Aided Design for Textile Pattern Generation
    Pang, Zhifei
    Wu, Sai
    Zhang, Dongxiang
    Gao, Yunjun
    Chen, Gang
    PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT (CIKM '19), 2019, : 2081 - 2084
  • [23] A NEURAL OSCILLATOR-NETWORK MODEL OF TEMPORAL PATTERN GENERATION
    SCHOMAKER, LRB
    HUMAN MOVEMENT SCIENCE, 1992, 11 (1-2) : 181 - 192
  • [24] Interaction of Cellular and Network Mechanisms in Spatiotemporal Pattern Formation in Neuronal Networks
    Bogaard, Andrew
    Parent, Jack
    Zochowski, Michal
    Booth, Victoria
    JOURNAL OF NEUROSCIENCE, 2009, 29 (06): : 1677 - 1687
  • [25] Evolutionary aspects of neural mechanisms underlying respiratory rhythm generation in vertebrates
    Iovino, L.
    Cinelli, E.
    Bongianni, F.
    Pantaleo, T.
    Mutolo, D.
    ACTA PHYSIOLOGICA, 2019, 227 : 39 - 40
  • [26] Ventrolateral medullary respiratory network and a model of cough motor pattern generation
    Shannon, R
    Baekey, DM
    Morris, KF
    Lindsey, BG
    JOURNAL OF APPLIED PHYSIOLOGY, 1998, 84 (06) : 2020 - 2035
  • [27] The design of cellular neural network with ratio memory for pattern learning and recognition
    Wu, CY
    Cheng, CH
    PROCEEDINGS OF THE 2000 6TH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS (CNNA 2000), 2000, : 301 - 307
  • [28] Extrinsic modulation and motor pattern generation in a feeding network: a cellular study
    Straub, VA
    Benjamin, PR
    JOURNAL OF NEUROSCIENCE, 2001, 21 (05): : 1767 - 1778
  • [29] Neural mechanisms underlying the generation of the lobster gastric mill motor pattern
    Selverston, Allen I.
    Szuecs, Attila
    Huerta, Ramon
    Pinto, Reynaldo
    Reyes, Marcelo
    FRONTIERS IN NEURAL CIRCUITS, 2009, 3
  • [30] Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling
    Fu, Chaofan
    Zheng, Guanjie
    Huang, Chao
    Yu, Yanwei
    Dong, Junyu
    PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023, 2023, : 482 - 494