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.
Autori: | Casarino, C.; AIELLO G., L.; Valenti, D.; Spagnolo, B. | |
Titolo: | Noise influence on correlated activities in a modular neuronal network: From synapses to functional connectivity | |
Nome del convegno: | EUROPEAN SYMPOSIUM ON ARTIFICIAL NEURAL NETWORKS | |
Luogo del convegno: | Bruges, Belgium | |
Anno del convegno: | 23-25 aprile 2008 | |
Data di pubblicazione: | 2008 | |
Numero di pagine: | 6 | |
Citazione: | 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. | |
Tipologia: | 0 - Proceedings (TIPOLOGIA NON ATTIVA) | |
Appare nelle tipologie: | 0 - Proceedings (TIPOLOGIA NON ATTIVA) |
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