Connectionists: Exact mean field formulation of complex (neural) networks - Satellite CCS2020
A. Torcini
torcini at gmail.com
Tue Oct 13 04:41:24 EDT 2020
Exact mean field formulation of complex (neural) networks
December 9th, 2020 - CCS2020: The Conference on Complex Systems 2020 ,
Satellite Event ONLINE
https://perso.u-cergy.fr/~atorcini/CCS2020/ccs20.html
We are happy to announce the following satellite workshop
Exact mean field formulation of complex (neural) networks
to be held online on December 9th, 2020
within the CCS2020: The Conference on Complex Systems 2020
(http://ccs2020.web.auth.gr/).
Topic:
The brain activity is the paradigmatic example of the dynamics of an
extremely complex network of networks,
where large heterogeneous neural populations interact over different
time and spatial scales.
A first step in the simplification of this dynamics amounts to
reproducing the neural population dynamics at a mean field
level and this has led to the development of neural mass and neural
field models of increasing complexity.
Recent advances on coupled phase oscillators have allowed to reduce
the evolution of in-principle infinite dimensional systems
to the dynamics of a few macroscopic variables. This exact reduction
methodology has been recently applied to neural spiking networks
leading to the development of an extremely active research field
aiming to develop a new generation of neural mass models.
Invited Speakers: Aine Byrne, Carlo Laing , Denis Goldobin, Matteo di
Volo, Halgurd Taher, Diego Pazo',
Tilo Schwalger, Serhiy Yanchuk, Francesco Marino, Erik A. Martens
The meeting is open to all the interested PhD students and
researchers, however registration
to the workshop and/or conference is mandatory (fees range from 20
euros to 180 euros).
Early-bird registration is possible within November, 16th 2020 at this link:
http://ccs2020.web.auth.gr/registration
The Organizers:
Simona Olmi (Inria Sophia Antipolis, France)
Alessandro Torcini (LPTM, CY Cergy Paris University, France)
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