An Analysis of Globally Connected Active Rotators With Excitatory and Inhibitory Connections Having Different Time Constants Using The Nonlinear Fokker-Planck Equations  

Oleh:

Sekine, M. ; Kanamaru, T.

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: IEEE Transactions on Neural Networks vol. 15 no. 5 (Sep. 2004), page 1009-1017.
Topik: EQUATIONS; globally; connected; active rotators; excitatory; inhibitory; time constants; non linear; fokker - planck; equations

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: II36.11 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

The globally connected active rotators with excitatory and inhibitory connections having different time constants under noise are analyzed using the nonlinear Fokker - Planck equation, and their oscillatory phenomena are investigated. Based on numerically calculated bifurcation diagrams, both periodic solutions and chaotic solutions are found. The periodic firings are classified based on the firing period, the coefficient of variation, and the correlation coefficient, and weakly synchronized periodic firings which are often observed in physiological experiments are found.

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