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pro vyhledávání: '"Longtin, Andre´"'
Autor:
René, Alexandre, Longtin, André
Fitting models to data is an important part of the practice of science, made almost ubiquitous by advances in machine learning. Very often however, fitted solutions are not unique, but form an ensemble of candidate models -- qualitatively different,
Externí odkaz:
http://arxiv.org/abs/2408.13414
Autor:
Naud, Richard, Longtin, André
Neuroscience and artificial intelligence are closely intertwined, but so are the physics of dynamical system, philosophy and psychology. Each of these fields try in their own way to relate observations at the level of molecules, synapses, neurons or
Externí odkaz:
http://arxiv.org/abs/2305.06037
Mounting evidence in recent years suggests that astrocytes, a sub-type of glial cells, not only serve metabolic and structural support for neurons and synapses but also play critical roles in regulation of proper functioning of the nervous system. In
Externí odkaz:
http://arxiv.org/abs/2204.10847
To understand how rich dynamics emerge in neural populations, we require models exhibiting a wide range of activity patterns while remaining interpretable in terms of connectivity and single-neuron dynamics. However, it has been challenging to fit su
Externí odkaz:
http://arxiv.org/abs/1910.01618
Autor:
Braun, Wilhelm, Longtin, André
We study temporal correlations of interspike intervals (ISIs), quantified by the network-averaged serial correlation coefficient (SCC), in networks of both current- and conductance-based purely inhibitory integrate-and-fire neurons. Numerical simulat
Externí odkaz:
http://arxiv.org/abs/1902.03815
Akademický článek
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The theoretical description of non-renewal stochastic systems is a challenge. Analytical results are often not available or can only be obtained under strong conditions, limiting their applicability. Also, numerical results have mostly been obtained
Externí odkaz:
http://arxiv.org/abs/1704.08669
Publikováno v:
In Current Biology 10 January 2022 32(1):51-63
Akademický článek
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Autor:
Wolff, Annemarie, Chen, Liang, Tumati, Shankar, Golesorkhi, Mehrshad, Gomez-Pilar, Javier, Hu, Jie, Jiang, Shize, Mao, Ying, Longtin, André, Northoff, Georg
Publikováno v:
In NeuroImage September 2021 238