Spikes with short inter-spike intervals in frog retinal ganglion cells are more correlated with their adjacent neurons’ activities

Wen-Zhong Liu, Ru-Jia Yan, Wei Jing, Hai-Qing Gong, Pei-Ji Liang()

PDF(284 KB)
PDF(284 KB)
Protein Cell ›› 2011, Vol. 2 ›› Issue (9) : 764-771. DOI: 10.1007/s13238-011-1091-5
RESEARCH ARTICLE
RESEARCH ARTICLE

Spikes with short inter-spike intervals in frog retinal ganglion cells are more correlated with their adjacent neurons’ activities

  • Wen-Zhong Liu, Ru-Jia Yan, Wei Jing, Hai-Qing Gong, Pei-Ji Liang()
Author information +
History +

Abstract

Correlated firings among neurons have been extensively investigated; however, previous studies on retinal ganglion cell (RGC) population activities were mainly based on analyzing the correlated activities between the entire spike trains. In the present study, the correlation properties were explored based on burst-like activities and solitary spikes separately. The results indicate that: (1) burst-like activities were more correlated with other neurons’ activities; (2) burst-like spikes correlated with their neighboring neurons represented a smaller receptive field than that of correlated solitary spikes. These results suggest that correlated burst-like spikes should be more efficient in signal transmission, and could encode more detailed spatial information.

Keywords

correlated firing / burst-like spikes / solitary spikes / correlation index / receptive field

Cite this article

Download citation ▾
Wen-Zhong Liu, Ru-Jia Yan, Wei Jing, Hai-Qing Gong, Pei-Ji Liang. Spikes with short inter-spike intervals in frog retinal ganglion cells are more correlated with their adjacent neurons’ activities. Prot Cell, 2011, 2(9): 764‒771 https://doi.org/10.1007/s13238-011-1091-5

References

[1] Barlow, H.B. (1981). The Ferrier Lecture, 1980. Critical limiting factors in the design of the eye and visual cortex. Proc R Soc Lond B Biol Sci 212, 1–34 .6115386
[2] Bloomfield, S.A., and V?lgyi, B. (2009). The diverse functional roles and regulation of neuronal gap junctions in the retina. Nat Rev Neurosci 10, 495–506 .19491906
[3] Brivanlou, I.H., Warland, D.K., and Meister, M. (1998). Mechanisms of concerted firing among retinal ganglion cells. Neuron 20, 527–539 .9539126
[4] Chen, A.H., Zhou, Y., Gong, H.Q., and Liang, P.J. (2004). Firing rates and dynamic correlated activities of ganglion cells both contribute to retinal information processing. Brain Res 1017, 13–20 .15261094
[5] DeVries, S.H. (1999). Correlated firing in rabbit retinal ganglion cells. J Neurophysiol 81, 908–920 .10036288
[6] Field, G., and Chichilnisky, E. (2007). Information processing in the primate retina: circuitry and coding. Annu Rev Neurosci 30, 1–30 .
[7] Field, G.D., Sher, A., Gauthier, J.L., Greschner, M., Shlens, J., Litke, A.M., and Chichilnisky, E.J. (2007). Spatial properties and functional organization of small bistratified ganglion cells in primate retina. J Neurosci 27, 13261–13272 .18045920
[8] Hirsch, J.A., Alonso, J.M., Reid, R.C., and Martinez, L.M. (1998). Synaptic integration in striate cortical simple cells. J Neurosci 18, 9517–9528 .9801388
[9] Ishikane, H., Gangi, M., Honda, S., and Tachibana, M. (2005). Synchronized retinal oscillations encode essential information for escape behavior in frogs. Nat Neurosci 8, 1087–1095 .15995702
[10] Jin, X., Chen, A.H., Gong, H.Q., and Liang, P.J. (2005). Information transmission rate changes of retinal ganglion cells during contrast adaptation. Brain Res 1055, 156–164 .16099436
[11] Jing, W., Liu, W.Z., Gong, X.W., Gong, H.Q., and Liang, P.J. (2010a). Influence of GABAergic inhibition on concerted activity between the ganglion cells. Neuroreport 21, 797–801 .20628323
[12] Jing, W., Liu, W.Z., Gong, X.W., Gong, H.Q., and Liang, P.J. (2010b). Visual pattern recognition based on spatio-temporal patterns of retinal ganglion cells' activities. Cogn Neurodynamics 4, 179–188 .
[13] Lettvin, J., Maturana, H., McCulloch, W., and Pitts, W. (1959). What the frog's eye tells the frog's brain. Proc IRE 47, 1940–1951 .
[14] Li, Y., Li, H., Gong, H.Q., Liang, P.J., and Zhang, P.M. (2011). Characteristics of receptive field encoded by synchronized firing pattern of ganglion cell group. Acta Biophys Sin 03, 211–221 .
[15] Lisman, J.E. (1997). Bursts as a unit of neural information: making unreliable synapses reliable. Trends Neurosci 20, 38–43 .9004418
[16] Liu, W.Z., Jing, W., Li, H., Gong, H.Q., and Liang, P.J. (2011). Spatial and temporal correlations of spike trains in frog retinal ganglion cells. J Comput Neurosci 30, 543–553 .20865311
[17] Meister, M. (1996). Multineuronal codes in retinal signaling. Proc Natl Acad Sci U S A 93, 609–614 .8570603
[18] Meister, M., Lagnado, L., and Baylor, D.A. (1995). Concerted signaling by retinal ganglion cells. Science 270, 1207–1210 .7502047
[19] Meister, M., Pine, J., and Baylor, D.A. (1994). Multi-neuronal signals from the retina: acquisition and analysis. J Neurosci Methods 51, 95–106 .8189755
[20] Neuenschwander, S., and Singer, W. (1996). Long-range synchronization of oscillatory light responses in the cat retina and lateral geniculate nucleus. Nature 379, 728–732 .8602219
[21] Pillow, J.W., Shlens, J., Paninski, L., Sher, A., Litke, A.M., Chichilnisky, E.J., and Simoncelli, E.P. (2008). Spatio-temporal correlations and visual signalling in a complete neuronal population. Nature 454, 995–999 .18650810
[22] Rowe, M.H., and Fischer, Q. (2001). Dynamic properties of retino-geniculate synapses in the cat. Vis Neurosci 18, 219–231 .11417797
[23] Schneidman, E., Berry, M.J. 2nd, Segev, R., and Bialek, W. (2006). Weak pairwise correlations imply strongly correlated network states in a neural population. Nature 440, 1007–1012 .16625187
[24] Schnitzer, M.J., and Meister, M. (2003). Multineuronal firing patterns in the signal from eye to brain. Neuron 37, 499–511 .12575956
[25] Schwartz, G., Taylor, S., Fisher, C., Harris, R., and Berry, M.J. 2nd. (2007). Synchronized firing among retinal ganglion cells signals motion reversal. Neuron 55, 958–969 .17880898
[26] Shlens, J., Rieke, F., and Chichilnisky, E. (2008). Synchronized firing in the retina. Curr Opin Neurobiol 18, 396–402 .18832034
[27] Sincich, L.C., Adams, D.L., Economides, J.R., and Horton, J.C. (2007). Transmission of spike trains at the retinogeniculate synapse. J Neurosci 27, 2683–2692 .17344406
[28] Snider, R.K., Kabara, J.F., Roig, B.R., and Bonds, A.B. (1998). Burst firing and modulation of functional connectivity in cat striate cortex. J Neurophysiol 80, 730–744 .9705464
[29] Usrey, W.M., Reppas, J.B., and Reid, R.C. (1998). Paired-spike interactions and synaptic efficacy of retinal inputs to the thalamus. Nature 395, 384–387 .9759728
[30] Usrey, W.M., Reppas, J.B., and Reid, R.C. (1999). Specificity and strength of retinogeniculate connections. J Neurophysiol 82, 3527–3540 .10601479
[31] Wang Y., Pang J., and Lin L. (2010). Multi-channel in vivo recording in brain of freely behaving rats. Acta Biophys Sin 26, 397–405 .
[32] Yang, W., Li, Y., Li, B., and Tian, X. (2010). Time-varying spectrum synchronous pattern and behavior-event encoding by multi-channel local field potentials. Acta Biophys Sin 26, 225–233 .
[33] Zhang, P.M., Wu, J.Y., Zhou, Y., Liang, P.J., and Yuan, J.Q. (2004). Spike sorting based on automatic template reconstruction with a partial solution to the overlapping problem. J Neurosci Methods 135, 55–65 .15020089
AI Summary AI Mindmap
PDF(284 KB)

Accesses

Citations

Detail

Sections
Recommended

/