Information transmission and temporal code in central spiking neurons

被引:14
|
作者
Deco, G
Schurmann, B
机构
[1] Siemens AG, Corporate Technology, Munich, 81739, ZT IK 4
关键词
D O I
10.1103/PhysRevLett.79.4697
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The brain encodes information in the intervals between the spikes which characterize neural firing events. Therefore it is relevant to study, in a timing code, how many spikes are necessary for reliably encoding input signals. We analyze the transmission of information, the reliability of signal detection, and the coding strategy for the case of central spiking neurons.
引用
收藏
页码:4697 / 4700
页数:4
相关论文
共 50 条
  • [21] Data clustering via temporal segmentation of spiking neurons
    Opher, I
    Horn, D
    NINTH WORKSHOP ON VIRTUAL INTELLIGENCE/DYNAMIC NEURAL NETWORKS: ACADEMIC/INDUSTRIAL/NASA/DEFENSE TECHNICAL INTERCHANGE AND TUTORIALS, 1999, 3728 : 67 - 75
  • [22] Emulation of Hopfield networks with spiking neurons in temporal coding
    Maass, W
    Natschlager, T
    COMPUTATIONAL NEUROSCIENCE: TRENDS IN RESEARCH, 1998, : 221 - 226
  • [23] Spatial and temporal pattern analysis via spiking neurons
    Natschlager, T
    Ruf, B
    NETWORK-COMPUTATION IN NEURAL SYSTEMS, 1998, 9 (03) : 319 - 332
  • [24] Analog computations with temporal coding in networks of spiking neurons
    Maass, W
    SPATIOTEMPORAL MODELS IN BIOLOGICAL AND ARTIFICIAL SYSTEMS, 1997, 37 : 97 - 104
  • [25] Effect of correlations on signal transmission in a population of spiking neurons
    Spiridon, M
    Chow, CC
    Gerstner, W
    NEUROCOMPUTING, 2000, 32 : 529 - 535
  • [26] Correlation transmission of spiking neurons is boosted by synchronous input
    Matthias Schultze-Kraft
    Markus Diesmann
    Sonja Grün
    Moritz Helias
    BMC Neuroscience, 12 (Suppl 1)
  • [27] GRADED SYNAPTIC TRANSMISSION BETWEEN IDENTIFIED SPIKING NEURONS
    GRAUBARD, K
    RAPER, JA
    HARTLINE, DK
    JOURNAL OF NEUROPHYSIOLOGY, 1983, 50 (02) : 508 - 521
  • [28] A spiking neural network with probability information transmission
    Zuo, Lin
    Chen, Yi
    Zhang, Lei
    Chen, Changle
    NEUROCOMPUTING, 2020, 408 : 1 - 12
  • [30] Information Geometry of Interspike Intervals in Spiking Neurons with Refractories
    Komazawa, Daisuke
    Ikeda, Kazushi
    Funaya, Hiroyuki
    ADVANCES IN NEURO-INFORMATION PROCESSING, PT I, 2009, 5506 : 731 - +