Nonlinear cross-frequency interactions in primary auditory cortex spectrotemporal receptive fields: A Wiener-Volterra analysis

Journal of Computational Neuroscience

Volumn 28, Issue 2, 2010, Pages 285-303

  Pienkowski, Martin ^a,b   Eggermont, Jos J ^a,b  

^a UNIVERSITY OF CALGARY   (Canada)

^b UNIVERSITY OF CALGARY   (Canada)

Author keywords

Auditory cortex; Nonlinear analysis; Spectro temporal receptive fields (STRFs); Wiener kernels

Indexed keywords

LANDFORMS;

AUDITORY CORTEX; FREQUENCY RANGES; NONLINEAR INTERACTIONS; PEAK- VALLEY; RECEPTIVE FIELDS; SOUND FREQUENCY; SPECTRO-TEMPORAL RECEPTIVE FIELD; TWO BANDS; VOLTERRA ANALYSIS; WIENER KERNELS;

NONLINEAR ANALYSIS;

ALGORITHM; ANIMAL EXPERIMENT; ARTICLE; AUDITORY CORTEX; AUDITORY STIMULATION; CAT; CONTROLLED STUDY; FACILITATION; KERNEL METHOD; NERVE POTENTIAL; NONHUMAN; NONLINEAR SYSTEM; POISSON DISTRIBUTION; PRIORITY JOURNAL; RECEPTIVE FIELD; STIMULUS RESPONSE; SYNAPTIC TRANSMISSION; WIENER VOLTERRA ANALYSIS;

EID: 77953325948     PISSN: 09295313     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10827-009-0209-8     Document Type: Article

References (47)

1. Aertsen, A. M. J. H., & Johannesma, P. I. M. (1981). The spectrotemporal receptive field. A functional characteristic of auditory neurons. Biological Cybernetics, 42, 133-143.
2. Aertsen, A. M. H. J., Johannesma, P. I. M., & Hermes, D. J. (1980). Spectrotemporal receptive fields of auditory neurons in the grassfrog. II. Analysis of the stimulus-event relation for tonal stimuli. Biological Cybernetics, 38, 235-248.
3. Atencio, C. A., & Schreiner, C. E. (2008). Spectrotemporal processing differences between auditory cortical fast-spiking and regularspiking neurons. Journal of Neuroscience, 28, 3897-3910.
4. Atiani, S., Elhilali, M., David, S. V., Fritz, J. B., & Shamma, S. A. (2009). Task difficulty and performance induce diverse adaptive patterns in gain and shape of primary auditory cortical receptive fields. Neuron, 61, 467-480.
5. Blake, D. T., & Merzenich, M. M. (2002). Changes of AI receptive fields with sound density. Journal of Neurophysiology, 88, 3409-3420.
6. Britvina, T., & Eggermont, J. J. (2008). Spectrotemporal receptive fields during spindling and non-spindling epochs in cat primary auditory cortex. Neuroscience, 154, 1576-1588.
7. Brosch, M., & Schreiner, C. E. (1997). Time course of forward masking tuning curves in cat primary auditory cortex. Journal of Neurophysiology, 77, 923-943.
8. Brosch, M., & Schreiner, C. E. (2000). Sequence sensitivity of neurons in cat primary auditory cortex. Cerebral Cortex, 10, 1155-1167.
9. Brosch, M., Schulz, A., & Scheich, H. (1999). Processing of sound sequences in macaque auditory cortex: response enhancement. Journal of Neurophysiology, 82, 1542-1559.
10. Calford, M. B., & Semple, M. N. (1995). Monaural inhibition in cat auditory cortex. Journal of Neurophysiology, 73, 1876-1891.
11. Christianson, G. B., Sahani, M., & Linden, J. F. (2008). The consequences of response nonlinearities for interpretation of spectrotemporal receptive fields. Journal of Neuroscience, 28, 446-455.
12. deCharms, R. C., Blake, D. T., & Merzenich, M. M. (1998). Optimizing sound features for cortical neurons. Science, 280, 1439-1444.
13. Depireux, D. A., Simon, J. Z., Klein, D. J., & Shamma, S. A. (2001). Spectro-temporal response field characterization with dynamic ripples in ferret primary auditory cortex. Journal of Neurophysiology, 85, 1220-1234.
14. Eggermont, J. J. (1990). The correlative brain; theory and experiment in neural interaction. Berlin: Springer Verlag.
15. Eggermont, J. J. (2006). Properties of correlated neural activity clusters in cat auditory cortex resemble those of neural assemblies. Journal of Neurophysiology, 96, 746-764.
16. Eggermont, J. J., Aertsen, A. M., Hermes, D. J., & Johannesma, P. I. (1981). Spectro-temporal characterization of auditory neurons: redundant or necessary. Hearing Research, 5, 109-121.
17. Eggermont, J. J., Johannesma, P. M., & Aertsen, A. M. (1983). Reverse-correlation methods in auditory research. Q Review Biophysics, 16, 341-414.
18. Epping, W. J., & Eggermont, J. J. (1986). Sensitivity of neurons in the auditory midbrain of the grassfrog to temporal characteristics of sound. I. Stimulation with acoustic clicks. Hearing Research, 24, 37-54.
19. Escabí, M. A., & Schreiner, C. E. (2002). Nonlinear spectrotemporal sound analysis by neurons in the auditory midbrain. Journal of Neuroscience, 22, 4114-4131.
20. Esser, K. H., Condon, C. J., Suga, N., & Kanwal, J. S. (1997). Syntax processing by auditory cortical neurons in the FM-FM area of the mustached bat Pteronotus parnellii. Proceedings of the National Academy of Sciences USA, 94, 14019-14024.
21. Fitzpatrick, D. C., Kanwal, J. S., Butman, J. A., & Suga, N. (1993). Combination-sensitive neurons in the primary auditory cortex of the mustached bat. Journal of Neuroscience, 13, 931-940.
22. Fritz, J., Shamma, S., Elhilali, M., & Klein, D. (2003). Rapid taskrelated plasticity of spectrotemporal receptive fields in primary auditory cortex. Nature Neuroscience, 6, 1216-1223.
23. Gourévitch, B., Noreña, A., Shaw, G., & Eggermont, J. J. (2009). Spectrotemporal receptive fields in anesthetized cat primary auditory cortex are context dependent. Cerebral Cortex, 19, 1448-1461.
24. Kadia, S. C., & Wang, X. (2003). Spectral integration in A1 of awake primates: neurons with single- and multipeaked tuning characteristics. Journal of Neurophysiology, 89, 1603-1622.
25. Klein, D. J., Simon, J. Z., Depireux, D. A., & Shamma, S. A. (2006). Stimulus-invariant processing and spectrotemporal reverse correlation in primary auditory cortex. Journal of Computational Neuroscience, 20, 111-136.
26. Krausz, H. I. (1975). Identification of nonlinear systems using random impulse train inputs. Biological Cybernetics, 19, 217-230.
27. Lee, Y. W., & Schetzen, M. (1965). Measurement of the Wiener kernels of a nonlinear system by cross-correlation. International Journal of Control, 2, 237-254.
28. Marmarelis, V. Z. (2004). Nonlinear dynamic modeling of physiological systems. Hoboken: Wiley.
29. Marmarelis, P. Z., & Marmarelis, V. Z. (1978). Analysis of physiological systems: the white noise approach. New York: Plenum.
30. Melssen, W. J., & Epping, W. J. (1992). Selectivity for temporal characteristics of sound and interaural time difference of auditory midbrain neurons in the grassfrog: a system theoretical approach. Hearing Research, 60, 178-198.
31. Metherate, R., & Ashe, J. H. (1994). Facilitation of an NMDA receptor-mediated EPSP by paired-pulse stimulation in rat neocortex via depression of GABAergic IPSPs. Journal of Physiology (London), 481, 331-348.
32. Nelken, I., Fishbach, A., Las, L., Ulanovsky, N., & Farkas, D. (2003). Primary auditory cortex of cats: feature detection or something else? Biological Cybernetics, 89, 397-406.
33. Noreña, A. J., Gourévitch, B., Pienkowski, M., Shaw, G., & Eggermont, J. J. (2008). Increasing spectro-temporal sound density reveals an octave-based organization in cat primary auditory cortex. Journal of Neuroscience, 28, 8885-8896.
34. Pienkowski, M., & Eggermont, J. J. (2009). Effects of adaptation on spectrotemporal receptive fields in primary auditory cortex. NeuroReport, 20, 1198-1203.
35. Pienkowski, M., Shaw, G., & Eggermont, J. J. (2009). Wiener-Volterra characterization of neurons in primary auditory cortex using Poisson-distributed impulse train inputs. Journal of Neurophysiology, 101, 3031-3041.
36. Sen, K., Theunissen, F. E., & Doupe, A. J. (2001). Feature analysis of natural sounds in the songbird auditory forebrain. Journal of Neurophysiology, 86, 1445-1458.
37. Simon, J. Z., Depireux, D. A., Klein, D. J., Fritz, J. B., & Shamma, S. A. (2007). Temporal symmetry in primary auditory cortex: implications for cortical connectivity. Neural Computation, 19, 583-638.
38. Steriade, M., Contreras, D., Amzica, F., & Timofeev, I. (1996). Synchronization of fast (30-40 Hz) spontaneous oscillations in intrathalamic and thalamocortical networks. Journal of Neuroscience, 16, 2788-2808.
39. Suga, N, O'Neill, W. E., & Manabe, T. (1978). Cortical neurons sensitive to particular combination of information-bearing elements of biosonar signals in the mustached bat. Science, 200, 778-781.
40. Suga, N, O'Neill, W. E., Kujirai, K., & Manabe, T. (1983). Specialization of "combination-sensitive" neurons for processing of complex biosonar signals in the auditory cortex of the mustached bat. Journal of Neurophysiology, 49, 1573-1626.
41. Sutter, M. L., & Schreiner, C. E. (1991). Physiology and topography of neurons with multipeaked tuning curves in cat primary auditory cortex. Journal of Neurophysiology, 65, 1207-1226.
42. Theunissen, F. E., Sen, K., & Doupe, A. J. (2000). Spectral-temporal receptive fields of nonlinear auditory neurons obtained using natural sounds. Journal of Neuroscience, 15, 2315-2331.
43. Valentine, P. A., & Eggermont, J. J. (2004). Stimulus dependence of spectro-temporal receptive fields in cat primary auditory cortex. Hearing Research, 196, 119-133.
44. Wehr, M., & Zador, A. M. (2005). Synaptic mechanisms of forward suppression in rat auditory cortex. Neuron, 47, 437-445.
45. Wiener, N. (1958). Nonlinear problems in random theory. New York: Wiley.
46. Woolley, S. M., Fremouw, T. E., Hsu, A., & Theunissen, F. E. (2005). Tuning for spectro-temporal modulations as a mechanism for auditory discrimination of natural sounds. Nature Neuroscience, 8, 1371-1379.
47. Woolley, S. M., Gill, P. R., Fremouw, T., & Theunissen, F. E. (2009). Functional groups in the avian auditory system. Journal of Neuroscience, 29, 2780-2793.