Research Project
Grant-in-Aid for Young Scientists (B)
We explored the possibility to extract structural characteristics of a synaptic network from neuronal spiking activity analyzing similarity between the synaptic network and the functional network generated by pairwise spike correlation. We developed the method to construct a functional network based on pairwise spike correlation and a condition about the number of functional connections per a neuron. Our result indicated that the proposed method could yield the functional networks that showed similar structural characteristics to synaptic networks with respect to statistics characterizing network structure such as clustering coefficients and average shortest path length.
All 2009 Other
All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (2 results) Remarks (1 results)
Lecture Notes in Computer Science 5506巻
Pages: 978-985
