Stochastic resonance in the LIF models with input or threshold noise

被引：4

作者：

Barbi, M ^{[1
]}

Reale, L ^{[1
]}

机构：

[1] CNR, Ist Biofis, I-56124 Pisa, Italy

来源：

BIOSYSTEMS | 2005年 / 79卷 / 1-3期

关键词：

stochastic resonance; LIF model; threshold noise;

D O I：

10.1016/j.biosystems.2004.09.003

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

In this paper, two stochastic versions of the LIF neural model are considered: one with the noise signal applied to the firing threshold, the other having it added to the input current. Then, adopting a discontinuous stepwise noise whose innovations are uncorrelated and gaussian distributed, the behaviours of the two models pertaining to the stochastic resonance (SR) are analysed and compared. Furthermore, it is shown that introducing a suitable time correlation into the noise signal brings us front the first model to the second one. (C) 2004 Published by Elsevier Ireland Ltd.

引用

页码：61 / 66

页数：6

共 50 条

[1] Stochastic resonance in a sinusoidally forced LIF model with noisy threshold
Barbi, M
Chillemi, S
Di Garbo, A
Reale, L
BIOSYSTEMS, 2003, 71 (1-2) : 23 - 28
[2] Stochastic resonance in a threshold system for generalized Gaussian noise
Wang, You-Guo
Nanjing Youdian Daxue Xuebao (Ziran Kexue Ban)/Journal of Nanjing University of Posts and Telecommunications (Natural Science), 2006, 26 (06): : 40 - 42
[3] Input-output gains for signal in noise in stochastic resonance
ChapeauBlondeau, F
PHYSICS LETTERS A, 1997, 232 (1-2) : 41 - 48
[4] Input-output gains for signal in noise in stochastic resonance
Chapeau-Blondeau, François
Physics Letters, Section A: General, Atomic and Solid State Physics, 1997, 232 (1-2): : 41 - 48
[5] Stochastic resonance in coupled threshold elements with input signals shifted in phase
Krawiecki, A
Sukiennicki, A
Kosinski, RA
INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2000, 14 (08): : 837 - 852
[6] DESCRIBING FUNCTION OF A THRESHOLD AND SATURATION-TYPE NONLINEARITY WITH A STOCHASTIC NOISE INPUT
MAKOW, DM
HURD, RA
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1964, AC 9 (04) : 577 - &
[7] Stochastic Resonance in a Simple Threshold Sensor System with Alpha Stable Noise
张志瑞
康艳梅
谢勇
Communications in Theoretical Physics, 2014, 61 (05) : 578 - 582
[8] Stochastic resonance cannot describe decreasing contrast detection threshold by noise
Takahashi, T.
Yagi, A.
PERCEPTION, 2008, 37 : 148 - 148
[9] Stochastic Resonance in a Simple Threshold Sensor System with Alpha Stable Noise
Zhang Zhi-Rui
Kang Yan-Mei
Xie Yong
COMMUNICATIONS IN THEORETICAL PHYSICS, 2014, 61 (05) : 578 - 582
[10] Enhancement of information transmission with stochastic resonance in hippocampal CA1 neuron models: Effects of noise input location
Kawaguchi, Minato
Mino, Hiroyuki
Durand, Dominique M.
2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, : 6661 - +

← 1 2 3 4 5 →