Výsledky vyhledávání - "Houben, Akke Mats"

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Inferring Structure of Cortical Neuronal Networks from Firing Data: A Statistical Physics Approach

Autor: Po, Ho Fai, Houben, Akke Mats, Haeb, Anna-Christina, Jenkins, David Rhys, Hill, Eric J., Parri, H. Rheinallt, Soriano, Jordi, Saad, David

Understanding the relation between cortical neuronal network structure and neuronal activity is a fundamental unresolved question in neuroscience, with implications to our understanding of the mechanism by which neuronal networks evolve over time, sp

Externí odkaz: http://arxiv.org/abs/2402.18788

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Integrated Information Decomposition Unveils Major Structural Traits of $In$ $Silico$ and $In$ $Vitro$ Neuronal Networks

Autor: Menesse, Gustavo, Houben, Akke Mats, Soriano, Jordi, Torres, Joaquin J.

Publikováno v: Chaos: An Interdisciplinary Journal of Nonlinear Science 34(5), 053139 (2024)

The properties of complex networked systems arise from the interplay between the dynamics of their elements and the underlying topology. Thus, to understand their behaviour, it is crucial to convene as much information as possible about their topolog

Externí odkaz: http://arxiv.org/abs/2401.17478

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Matched transient and steady-state approximation of first-passage-time distributions of coloured noise driven leaky neurons

Autor: Houben, Akke Mats

The first-passage-time distribution of a leaky integrate-and-fire neuron driven by a characteristically coloured noise is approximated by matching a transient and a steady-state solution of the membrane voltage distribution. These approximations foll

Externí odkaz: http://arxiv.org/abs/2102.02046

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Signal anticipation and delay in excitable media: group delay of the FitzHugh-Nagumo model

Autor: Houben, Akke Mats

An expression for the group delay of the FitzHugh-Nagumo model in response to low amplitude input is obtained by linearisation of the cubic term of the voltage equation around its stable fixed-point. It is found that a negative group delay exists for

Externí odkaz: http://arxiv.org/abs/2101.00500

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Frequency selectivity of neural circuits with heterogeneous transmission delays

Autor: Houben, Akke Mats

Publikováno v: Neural Computation 33 (8) (2021) 2068-2086

Neurons are connected to other neurons by axons and dendrites that conduct signals with finite velocities, resulting in delays between the firing of a neuron and the arrival of the resultant impulse at other neurons. Since delays greatly complicate t

Externí odkaz: http://arxiv.org/abs/2009.09250

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