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相关论文: Pulse-coupled resonate-and-fire models

200 篇论文

We consider the existence of standing pulse solutions of a neural network integro-differential equation. These pulses are bistable with the zero state and may be an analogue for short term memory in the brain. The network consists of a…

神经元与认知 · 定量生物学 2009-11-10 Yixin Guo , Carson C. Chow

We study the dynamics of multipulse solutions in mode-locked lasers in presence of time-delayed feedback stemming, e.g., from reflections upon optical elements, and carrier dynamics. We demonstrate that the dynamics of such a high…

斑图形成与孤子 · 物理学 2025-03-21 Thomas G. Seidel , Julien Javaloyes , Svetlana V. Gurevich

We study a pulse-coupled dynamics of excitable elements in uncorrelated scale-free networks. Regimes of self-sustained activity are found for homogeneous and inhomogeneous couplings, in which the system displays a wide variety of behaviors,…

神经元与认知 · 定量生物学 2017-03-10 P. Piedrahita , J. J. Mazo , L. M. Floría , Y. Moreno

A model of two consumer-resource systems linked by interspecific interference competition of consumers is considered. The basic assumption of the model is that the dynamics of the resource is much slower than that of the consumer. In the…

种群与进化 · 定量生物学 2015-06-16 A. Mustafin

Excitable systems with delayed feedback are important in areas from biology to neuroscience and optics. They sustain multistable pulsing regimes with different number of equidistant pulses in the feedback loop. Experimentally and…

斑图形成与孤子 · 物理学 2021-01-20 Soizic Terrien , Venkata A. Pammi , Bernd Krauskopf , Neil G. R. Broderick , Sylvain Barbay

A minimalistic model of the half-center oscillator is proposed. Within it, we consider dynamics of two excitable neurons interacting by means of the excitatory coupling. In the parameter space of the model, we identify the regions of…

动力系统 · 数学 2021-03-02 A. G. Korotkov , T. A. Levanova , M. A. Zaks , G. V. Osipov

We consider a ring network of quadratic integrate-and-fire neurons with nonlocal synaptic and gap junction coupling. The corresponding neural field model supports solutions such as standing and travelling waves, and also lurching waves. We…

适应与自组织系统 · 物理学 2024-08-26 Oleh E. Omel'chenko , Carlo R. Laing

A system consisting of the cubic complex Ginzburg-Landau equation which is linearly coupled to an additional linear dissipative equation, is considered. The model was introduced earlier in the context of dual-core nonlinear optical fibers…

斑图形成与孤子 · 物理学 2009-10-31 Hidetsugu Sakaguchi , Boris A. Malomed

We explore the dynamics of an integrate-and-fire neuron with an oscillatory stimulus. The frustration due to the competition between the neuron's natural firing period and that of the oscillatory rhythm, leads to a rich structure of…

统计力学 · 物理学 2013-05-29 Jan R. Engelbrecht , Renato Mirollo

We analyze the stability of standing pulse solutions of a neural network integro-differential equation. The network consists of a coarse-grained layer of neurons synaptically connected by lateral inhibition with a non-saturating nonlinear…

神经元与认知 · 定量生物学 2007-05-23 Yixin Guo , Carson C. Chow

The quadratic integrate-and-fire (QIF) model captures the normal form bifurcation dynamics of Type-I neurons found in cortex. Remarkably, this model is known to have a dual equivalent representation in terms of phase, called the…

动力系统 · 数学 2017-11-27 Dongsung Huh

We consider networks of weakly pulse-coupled identical oscillators. In an effort to resolve a long-standing problem, we develop an analytic condition on the infinitesimal phase response curve (iPRC) for synchronized dynamic behaviour,…

适应与自组织系统 · 物理学 2014-09-12 Dirk Aeyels , Lode Wylleman

A synfire chain is a network that can generate repeated spike patterns with millisecond precision. Although synfire chains with only one activity propagation mode have been intensively analyzed with several neuron models, those with several…

神经元与认知 · 定量生物学 2009-11-13 Kazuya Ishibashi , Kosuke Hamaguchi , Masato Okada

We investigate the instabilities and bifurcations of traveling pulses in a model excitable medium; in particular we discuss three different scenarios for the loss of stability resp. the disappearance of stable pulses. In numerical…

斑图形成与孤子 · 物理学 2009-11-07 M. Or-Guil , J. Krishnan , I. G. Kevrekidis , M. Bar

The emergence and stability of splay states is studied in fully coupled finite networks of N excitable quadratic integrate-and-fire neurons, connected via synapses modeled as pulses of finite amplitude and duration. For such synapses, by…

无序系统与神经网络 · 物理学 2012-08-23 Mario Dipoppa , Martin Krupa , Alessandro Torcini , Boris S. Gutkin

Stop-and-go waves in single-file movement are a phenomenon that is ob- served empirically in pedestrian dynamics. It manifests itself by the co-existence of two phases: moving and stopping pedestrians. We show analytically based on a…

物理与社会 · 物理学 2015-12-04 Mohcine Chraibi , Antoine Tordeux , Andreas Schadschneider

We derive simple conditions for the stability or instability of the synchronized oscillation of a class of networks of coupled phase-oscillators, which includes many of the systems used in neural modelling.

斑图形成与孤子 · 物理学 2007-05-23 Guy Katriel

Experiments and supporting theoretical analysis is presented to describe the synchronization patterns that can be observed with a population of globally coupled electrochemical oscillators close to a homoclinic, saddle-loop bifurcation,…

适应与自组织系统 · 物理学 2018-04-10 Hiroshi Kori , István Z. Kiss , Swati Jain , John L. Hudson

We present large-scale dynamical simulations of electronic phase separation in the single-band double-exchange model based on deep-learning neural-network potentials trained from small-size exact diagonalization solutions. We uncover an…

强关联电子 · 物理学 2021-10-04 Puhan Zhang , Gia-Wei Chern

The resonate-and-fire (RF) neuron, introduced over two decades ago, is a simple, efficient, yet biologically plausible spiking neuron model, which can extract frequency patterns within the time domain due to its resonating membrane…

神经与进化计算 · 计算机科学 2024-10-10 Saya Higuchi , Sebastian Kairat , Sander M. Bohte , Sebastian Otte