A phase response curve characterizes the signal transduction between neurons in a minimal manner,whereas spike-timing-dependent plasiticity (STDP) characterizes the way to rewire networks in an activity-dependent manner. The present paper demonstrates that these two key properties both related to spikes work synergetically to carve functionally useful circuits in the brain. STDP working on a population of neurons that prefer asynchrony turns out to convert the initial asynchronous firing to clustered firing with synchrony within a cluster. They get synchronized within a cluster despite their preference to asynchrony because STDP selectively disrupts intra-cluster connections, which we call wireless eclustering. © 2008 Springer-Verlag Berlin Heidelberg.
CITATION STYLE
Câteau, H., Kitano, K., & Fukai, T. (2008). Interactions between spike-timing-dependent plasticity and phase response curve lead to wireless clustering. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4984 LNCS, pp. 142–150). https://doi.org/10.1007/978-3-540-69158-7_16
Mendeley helps you to discover research relevant for your work.