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[HTML][HTML] Well-posedness and stability of a stochastic neural field in the form of a partial differential equation
A system of partial differential equations representing stochastic neural fields was recently
proposed with the aim of modelling the activity of noisy grid cells when a mammal travels …
proposed with the aim of modelling the activity of noisy grid cells when a mammal travels …
Nonlinear partial differential equations in neuroscience: from modelling to mathematical theory
Many systems of partial differential equations have been proposed as simplified
representations of complex collective behaviours in large networks of neurons. In this …
representations of complex collective behaviours in large networks of neurons. In this …
Multiscale motion and deformation of bumps in stochastic neural fields with dynamic connectivity
HL Cihak, ZP Kilpatrick - Multiscale Modeling & Simulation, 2024 - SIAM
The distinct timescales of synaptic plasticity and neural activity dynamics play an important
role in the brain's learning and memory systems. Activity-dependent plasticity reshapes …
role in the brain's learning and memory systems. Activity-dependent plasticity reshapes …
Robustly encoding certainty in a metastable neural circuit model
HL Cihak, ZP Kilpatrick - Physical Review E, 2024 - APS
Localized persistent neural activity can encode delayed estimates of continuous variables.
Common experiments require that subjects store and report the feature value (eg …
Common experiments require that subjects store and report the feature value (eg …
Well-posedness and stability of a stochastic neural field in the form of a partial differential equation
JA Carrillo de la Plata, P Roux, S Solem - Journal des Mathématiques …, 2024 - ora.ox.ac.uk
A system of partial differential equations representing stochastic neural fields was recently
proposed with the aim of modelling the activity of noisy grid cells when a mammal travels …
proposed with the aim of modelling the activity of noisy grid cells when a mammal travels …
Stability of wandering bumps for Hawkes processes interacting on the circle
Z Agathe-Nerine - Stochastic Processes and their Applications, 2025 - Elsevier
We consider a population of Hawkes processes modeling the activity of N interacting
neurons. The neurons are regularly positioned on the circle [− π, π], and the connectivity …
neurons. The neurons are regularly positioned on the circle [− π, π], and the connectivity …
Stabilization of memory on neural manifolds through multiple synaptic time scales
Working memory is commonly thought to be implemented in the brain by the persistent
activity of attractor neural networks. Compelling evidence exists for the implementation of …
activity of attractor neural networks. Compelling evidence exists for the implementation of …
The Impact of Synaptic Dynamics on Working Memory in Neural Field Equations
HL Cihak - 2024 - search.proquest.com
Persistent neural activity in the non-human primate cortex can represent delayed estimates
of continuum variables in working memory. This activity appears as a “bump” that …
of continuum variables in working memory. This activity appears as a “bump” that …