Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
2009-11-27
Physical Review E 81, 041911 (2010)
Physics
Condensed Matter
Disordered Systems and Neural Networks
22 pages, 6 figures
Scientific paper
10.1103/PhysRevE.81.041911
The simple system composed of three neural-like noisy elements is considered. Two of them (sensory neurons or sensors) are stimulated by noise and periodic signals with different ratio of frequencies, and the third one (interneuron) receives the output of these two sensors and noise. We propose the analytical approach to analysis of Interspike Intervals (ISI) statistics of the spike train generated by the interneuron. The ISI distributions of the sensory neurons are considered to be known. The frequencies of the input sinusoidal signals are in ratios, which are usual for music. We show that in the case of small integer ratios (musical consonance) the input pair of sinusoids results in the ISI distribution appropriate for more regular output spike train than in a case of large integer ratios (musical dissonance) of input frequencies. These effects are explained from the viewpoint of the proposed theory.
Dubkov Alexander A.
Spagnolo Bernardo
Ushakov Yuriy V.
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