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Low-dimensional dynamics of structured random networks

Autor
Aljadeff, J.; Renfrew, D.; Vegué, M.; Sharpee, T.
Tipus d'activitat
Article en revista
Revista
Physical review E
Data de publicació
2016-02-05
Volum
93
Número
2
DOI
https://doi.org/10.1103/PhysRevE.93.022302 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/102601 Obrir en finestra nova
URL
http://journals.aps.org/pre/abstract/10.1103/PhysRevE.93.022302 Obrir en finestra nova
Resum
Using a generalized random recurrent neural network model, and by extending our recently developed mean-field approach [J. Aljadeff, M. Stern, and T. Sharpee, Phys. Rev. Lett. 114, 088101 (2015)], we study the relationship between the network connectivity structure and its low-dimensional dynamics. Each connection in the network is a random number with mean 0 and variance that depends on pre- and postsynaptic neurons through a sufficiently smooth function g of their identities. We find that thes...
Citació
Aljadeff, J., Renfrew, D., Vegué, M., Sharpee, T. Low-dimensional dynamics of structured random networks. "Physical review E", 5 Febrer 2016, vol. 93, núm. 2.

Participants

  • Aljadeff, Johnatan  (autor)
  • Renfrew, David  (autor)
  • Vegué Llorente, Marina  (autor)
  • Sharpee, Tatyana O.  (autor)

Arxius