User profiles for Jonathan D. Touboul

Jonathan Touboul

Brandeis University
Verified email at brandeis.edu
Cited by 3195

[HTML][HTML] A constructive mean-field analysis of multi population neural networks with random synaptic weights and stochastic inputs

OD Faugeras, JD Touboul, B Cessac - Frontiers in computational …, 2009 - frontiersin.org
We deal with the problem of bridging the gap between two scales in neuronal modeling. At
the first (microscopic) scale, neurons are considered individually and their behavior …

Lhx2 regulates the timing of β-catenin-dependent cortical neurogenesis

…, CF Wang, HC Kuo, JD Touboul… - Proceedings of the …, 2015 - National Acad Sciences
The timing of cortical neurogenesis has a major effect on the size and organization of the
mature cortex. The deletion of the LIM-homeodomain transcription factor Lhx2 in cortical …

Is there sufficient evidence for criticality in cortical systems?

A Destexhe, JD Touboul - Eneuro, 2021 - eneuro.org
Numerous studies have proposed that specific brain activity statistics provide evidence that
the brain operates at a critical point, which could have implications for the brain’s information …

[HTML][HTML] The hipster effect: When anti-conformists all look the same

JD Touboul - Discrete And Continuous Dynamical Systems-B, 2019 - aimsciences.org
In such different domains as statistical physics, neurosciences, spin glasses, social science,
economics and finance, large ensemble of interacting individuals evolving following (…

Noise-induced synchronization and antiresonance in interacting excitable systems: applications to deep brain stimulation in Parkinson's disease

JD Touboul, C Piette, L Venance, GB Ermentrout - Physical Review X, 2020 - APS
We study the nonlinear dynamics of a surprising phenomenon arising in large networks of
excitable elements in response to noise: while at low noise, solutions remain in the vicinity of …

Complex oscillations in the delayed FitzHugh–Nagumo equation

M Krupa, JD Touboul - Journal of Nonlinear Science, 2016 - Springer
Motivated by the dynamics of neuronal responses, we analyze the dynamics of the FitzHugh–Nagumo
slow–fast system with delayed self-coupling. This system provides a canonical …

Finite-size and correlation-induced effects in mean-field dynamics

JD Touboul, GB Ermentrout - Journal of computational neuroscience, 2011 - Springer
The brain’s activity is characterized by the interaction of a very large number of neurons that
are strongly affected by noise. However, signals often arise at macroscopic scales …

Clamping and Synchronization in the Strongly Coupled FitzHugh--Nagumo Model

C Quininao, JD Touboul - SIAM journal on applied dynamical systems, 2020 - SIAM
We investigate the dynamics of a limit of interacting FitzHugh--Nagumo neurons in the
regime of large interaction coefficients. We consider the dynamics described by a mean-field …

Spatial dynamics with heterogeneity

DD Patterson, AC Staver, SA Levin, JD Touboul - SIAM journal on applied …, 2023 - SIAM
Spatial systems with heterogeneities are ubiquitous in nature, from precipitation, temperature,
and soil gradients controlling vegetation growth to morphogen gradients controlling gene …

Probabilistic foundations of spatial mean-field models in ecology and applications

DD Patterson, SA Levin, C Staver, JD Touboul - SIAM journal on applied …, 2020 - SIAM
Deterministic models of vegetation often summarize, at a macroscopic scale, a multitude of
intrinsically random events occurring at a microscopic scale. We bridge the gap between …