Self-Organization Of Clusters Having Locally Distributed Patterns For Synchronized Inputs

Toshio Akimitsu, Yoichi Okabe, Akira Hirose
2008 Zenodo  
Many experimental results suggest that more precise spike timing is significant in neural information processing. We construct a self-organization model using the spatiotemporal patterns, where Spike-Timing Dependent Plasticity (STDP) tunes the conduction delays between neurons. We show that the fluctuation of conduction delays causes globally continuous and locally distributed firing patterns through the self-organization.
doi:10.5281/zenodo.1059818 fatcat:a4u42wgst5dvnnq7zk5rpbnlvi