Title :
Integrate-and-fire model with periodic inputs
Author :
Torikai, Hiroyulu ; Saito, Toshimichi
Author_Institution :
Hosei Univ., Tokyo, Japan
Abstract :
Introduces a resonance phenomenon from an integrate-and-fire model (IFM) with plural periodic inputs. When two inputs are applied, the IFM usually outputs aperiodic pulse-trains. However when adjusting the parameters of an input, the IFM outputs a periodic pulse-train with a constant pulse interval, while the state is quasi-periodic. This resonance phenomenon was confirmed in the laboratory, and analyzed using the mapping procedure
Keywords :
dynamics; neural nets; physiological models; resonance; aperiodic pulse-trains; integrate-and-fire model; mapping procedure; periodic inputs; plural periodic inputs; resonance phenomenon; Biomembranes; Capacitors; Circuits; Electronic mail; Fires; Laboratories; Neurons; Resonance; Switches; Voltage;
Conference_Titel :
Neural Networks, 1999. IJCNN '99. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-5529-6
DOI :
10.1109/IJCNN.1999.831590