Ghost resonance in a pool of heterogeneous neurons

We numerically study the subharmonic response of a heterogeneous pool of neurons to a pair of independent inputs. The neurons are stimulated with periodic pulse trains of frequencies f(1)=2 Hz and f(2)=3 Hz, and with inharmonic pulses whose frequencies f(1) and f(2) are equally shifted an amount Delta f. When both inputs are subthreshold, we find that the neurons respond at a frequency equal to f(2)-f(1) in the harmonic situation (Delta f=0), that increases linearly with Delta f in the inharmonic case. Thus the neurons detect a frequency not present in the input; this effect is termed "ghost resonance". When one of the inputs is slightly suprathreshold the ghost resonance persists, but responses related with the frequency of the suprathreshold input also emerge. This behavior must be taken into account in experimental studies of signal integration and coincidence detection by neuronal pools.

[1]  Dante R Chialvo,et al.  Ghost stochastic resonance with distributed inputs in pulse-coupled electronic neurons. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[2]  Javier M Buldú,et al.  Coupling-mediated ghost resonance in mutually injected lasers. , 2005, Chaos.

[3]  J. Danckaert,et al.  Ghost stochastic resonance in vertical-cavity surface-emitting lasers: experiment and theory. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[4]  J. M. Sancho,et al.  Noise in spatially extended systems , 1999 .

[5]  Hiroyuki Kitajima,et al.  Bifurcations in Morris-Lecar neuron model , 2006, Neurocomputing.

[6]  Javier M. Buldú,et al.  Ghost resonance in a semiconductor laser with optical feedback , 2003 .

[7]  Dante R Chialvo,et al.  Subharmonic stochastic synchronization and resonance in neuronal systems. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[8]  Elías Manjarrez,et al.  Phantom reflexes: Muscle contractions at a frequency not physically present in the input stimuli , 2007, Biosyst..

[9]  Pablo Balenzuela,et al.  Neural mechanism for binaural pitch perception via ghost stochastic resonance. , 2004, Chaos.

[10]  Ernst Terhardt,et al.  Binaural fusion and the representation of virtual pitch in the human auditory cortex , 1996, Hearing Research.

[11]  B. L. Cardozo,et al.  Pitch of the Residue , 1962 .

[12]  C. Morris,et al.  Voltage oscillations in the barnacle giant muscle fiber. , 1981, Biophysical journal.

[13]  Dante R Chialvo How we hear what is not there: a neural mechanism for the missing fundamental illusion. , 2003, Chaos.

[14]  Dante R. Chialvo,et al.  Ghost Stochastic Resonance in an Electronic Circuit , 2006, Int. J. Bifurc. Chaos.

[15]  Terrence J. Sejnowski,et al.  An Efficient Method for Computing Synaptic Conductances Based on a Kinetic Model of Receptor Binding , 1994, Neural Computation.