Work

Inferring neuronal network functional connectivity with directed information

Year: 2017
Type: article
Abstract: This study brings together the techniques of voltage-sensitive dye recording and information theory to infer the functional connectome of the feeding central pattern generating network of Aplysia. In contrast to current statistical approaches, the inference method developed in this study is data driven and validated by conductance-based model circuits, can distinguish excitatory and inhibitory connections, is robust against synaptic plasticity, and is capable of detecting network structures that mediate motor patterns.
Language: English
Open Access status: bronze
OpenAlex ID: W2611240880
FWCI: 2.147
Cites: 48
Cited by: 26
Related to: 10