In this work we propose taking noise into account when modeling the neuronal activity in a correlation-based type network. Volume transmission effects on connectivity are considered. As a result, an individual module can be set in an "activated" state via noise produced by the remaining modules. The stochastic approach could provide a new insight into the relation between functional and anatomical connectivity.
CASARINO C, AIELLO G L, VALENTI D, SPAGNOLO B (2008). Noise influence on correlated activities in a modular neuronal network: From synapses to functional connectivity. In EUROPEAN SYMPOSIUM ON ARTIFICIAL NEURAL NETWORKS - Advances in Computational Intelligence and Learning (pp.355-360). BRUGES : Michel Verleysen.
Noise influence on correlated activities in a modular neuronal network: From synapses to functional connectivity
CASARINO, Carlo;VALENTI, Davide;SPAGNOLO, Bernardo
2008-01-01
Abstract
In this work we propose taking noise into account when modeling the neuronal activity in a correlation-based type network. Volume transmission effects on connectivity are considered. As a result, an individual module can be set in an "activated" state via noise produced by the remaining modules. The stochastic approach could provide a new insight into the relation between functional and anatomical connectivity.
| File | Dimensione | Formato | |
|---|---|---|---|
|
es2008-26.pdf
Solo gestori archvio
Descrizione: pdf
Dimensione
633.09 kB
Formato
Adobe PDF
|
633.09 kB | Adobe PDF | Visualizza/Apri Richiedi una copia |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
