Neural networks as spatio-temporal pattern-forming systems

B Ermentrout - Reports on progress in physics, 1998 - iopscience.iop.org
Abstract Models of neural networks are developed from a biological point of view. Small
networks are analysed using techniques from dynamical systems. The behaviour of spatially …

Weakly pulse-coupled oscillators, FM interactions, synchronization, and oscillatory associative memory

EM Izhikevich - IEEE Transactions on Neural Networks, 1999 - ieeexplore.ieee.org
We study pulse-coupled neural networks that satisfy only two assumptions: each isolated
neuron fires periodically, and the neurons are weakly connected. Each such network can be …

Waves in neural media

PC Bressloff - Lecture notes on mathematical modelling in the life …, 2014 - Springer
This is a book on mathematical neuroscience, in which the unifying theme is wavelike
phenomena at multiple spatial and temporal scales. There are already several excellent …

Synchronization of delay-coupled oscillator networks

VV Klinshov, VI Nekorkin - Physics-Uspekhi, 2013 - iopscience.iop.org
Research on the synchronization of delay-coupled oscillator networks is reviewed. A
number of key research approaches using different models and methods are described, and …

Mode locking and Arnold tongues in integrate-and-fire neural oscillators

S Coombes, PC Bressloff - Physical Review E, 1999 - APS
An analysis of mode-locked solutions that may arise in periodically forced integrate-and-fire
(IF) neural oscillators is introduced based upon a firing map formulation of the dynamics. A …

Delays in activity-based neural networks

S Coombes, C Laing - Philosophical Transactions of the …, 2009 - royalsocietypublishing.org
In this paper, we study the effect of two distinct discrete delays on the dynamics of a Wilson–
Cowan neural network. This activity-based model describes the dynamics of synaptically …

Perception of musical consonance and dissonance: an outcome of neural synchronization

I Shapira Lots, L Stone - Journal of the Royal Society …, 2008 - royalsocietypublishing.org
While a number of theories have been advanced to account for why musical consonance is
related to simple frequency ratios, as yet there is no completely satisfying explanation. Here …

Neural field model of binocular rivalry waves

PC Bressloff, PC Bressloff - Waves in Neural Media: From Single Neurons …, 2014 - Springer
In this chapter, neural field theory is used to model binocular rivalry waves. During binocular
rivalry, visual perception switches back and forth between different images presented to the …

[PDF][PDF] Синхронизация автоколебательных сетей с запаздывающими связями

ВВ Клиньшов, ВИ Некоркин - Успехи физических наук, 2013 - researchgate.net
Синхронизация автоколебаний ì фундаментальное явление, которое наблюдается в
системах самой различной природы в физике, технике, биологии и других областях …

Population Dynamics in Networks of Izhikevich Neurons with Global Delayed Coupling

L Chen, SA Campbell - SIAM Journal on Applied Dynamical Systems, 2024 - SIAM
We investigate the collective dynamics of a network of heterogeneous Izhikevich neurons
with global constant-delay coupling using a mean-field approximation, valid in the …