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Clustering and Synchronous Firing of Coupled Rulkov Maps with STDP
| Content Provider | CiteSeerX |
|---|---|
| Author | Shibuya, Naohiro Unsworth, Charles Uwate, Yoko Nishio, Yoshifumi |
| Abstract | Epilepsy of the neuropsychiatric disorder is provoked from an imbalance in the long-term potentiation (LTP) versus long-term depression (LTD) of the synapses in the hippocampus. The LTP and LTD are replicated by using the Spike Timing Dependent Plasticity (STDP). Additionally, the spiking activ-ity of the synapses in the hippocampus can be expressed by using the Rulkov Maps. In this paper, we consider some easy simulation models which are constructed by using Rulkov Maps with STDP. We explore the effect of 2 and 3 con-nective arrangements on spiking activity, as basic simula-tion for constructing the approximate simulation model of epilepsy. From the result, the coupled Rulkov Maps show in-phase/anti-phase synchronization by relationship of pre-synaptic and post-synaptic neuron. 1. |
| File Format | |
| Access Restriction | Open |
| Content Type | Text |
