Discrete Neocortical Dynamics Predict Behavioral Categorization of Sounds

Neuron

Volumn 76, Issue 2, 2012, Pages 435-449

  Bathellier, Brice ^a   Ushakova, Lyubov ^a   Rumpel, Simon ^a  

^a RESEARCH INSTITUTE OF MOLECULAR PATHOLOGY   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL EXPERIMENT; ARTICLE; AUDITORY CORTEX; AUDITORY DISCRIMINATION; AUDITORY STIMULATION; BEHAVIORAL SCIENCE; BRAIN FUNCTION; MALE; MOLECULAR IMAGING; MOUSE; NEOCORTEX; NONHUMAN; PRIORITY JOURNAL; QUALITATIVE ANALYSIS; SOUND DETECTION; SOUND TRANSMISSION;

ACOUSTIC STIMULATION; ACTION POTENTIALS; ANIMALS; AUDITORY CORTEX; AUDITORY PERCEPTION; BRAIN MAPPING; CALCIUM; DISCRIMINATION (PSYCHOLOGY); EGTAZIC ACID; MICE; MICE, INBRED C57BL; NEURONS; NONLINEAR DYNAMICS; OPTICS AND PHOTONICS; PATCH-CLAMP TECHNIQUES; PREDICTIVE VALUE OF TESTS; REACTION TIME; SIGNAL DETECTION, PSYCHOLOGICAL; SOUND; TIME FACTORS; WAKEFULNESS;

EID: 84867731439     PISSN: 08966273     EISSN: 10974199     Source Type: Journal    
DOI: 10.1016/j.neuron.2012.07.008     Document Type: Article

References (46)

1. Amit D.J., Brunel N. Model of global spontaneous activity and local structured activity during delay periods in the cerebral cortex. Cereb. Cortex 1997, 7:237-252.
2. Atiani S., Elhilali M., David S.V., Fritz J.B., Shamma S.A. Task difficulty and performance induce diverse adaptive patterns in gain and shape of primary auditory cortical receptive fields. Neuron 2009, 61:467-480.
3. Bandyopadhyay S., Shamma S.A., Kanold P.O. Dichotomy of functional organization in the mouse auditory cortex. Nat. Neurosci. 2010, 13:361-368.
4. Bartho P., Curto C., Luczak A., Marguet S.L., Harris K.D. Population coding of tone stimuli in auditory cortex: dynamic rate vector analysis. Eur. J. Neurosci. 2009, 30:1767-1778.
5. Bathellier B., Buhl D.L., Accolla R., Carleton A. Dynamic ensemble odor coding in the mammalian olfactory bulb: sensory information at different timescales. Neuron 2008, 57:586-598.
6. Bizley J.K., Walker K.M., King A.J., Schnupp J.W. Neural ensemble codes for stimulus periodicity in auditory cortex. J. Neurosci. 2010, 30:5078-5091.
7. Christianson G.B., Sahani M., Linden J.F. The consequences of response nonlinearities for interpretation of spectrotemporal receptive fields. J. Neurosci. 2008, 28:446-455.
8. Christianson G.B., Sahani M., Linden J.F. Depth-dependent temporal response properties in core auditory cortex. J. Neurosci. 2011, 31:12837-12848.
9. David S.V., Mesgarani N., Fritz J.B., Shamma S.A. Rapid synaptic depression explains nonlinear modulation of spectro-temporal tuning in primary auditory cortex by natural stimuli. J. Neurosci. 2009, 29:3374-3386.
10. DeWeese M.R., Zador A.M. Non-Gaussian membrane potential dynamics imply sparse, synchronous activity in auditory cortex. J. Neurosci. 2006, 26:12206-12218.
11. DiCarlo J.J., Zoccolan D., Rust N.C. How does the brain solve visual object recognition?. Neuron 2012, 73:415-434.
12. Eggermont J.J. Context dependence of spectro-temporal receptive fields with implications for neural coding. Hear. Res. 2011, 271:123-132.
13. Engineer C.T., Perez C.A., Chen Y.H., Carraway R.S., Reed A.C., Shetake J.A., Jakkamsetti V., Chang K.Q., Kilgard M.P. Cortical activity patterns predict speech discrimination ability. Nat. Neurosci. 2008, 11:603-608.
14. Garaschuk O., Milos R.I., Konnerth A. Targeted bulk-loading of fluorescent indicators for two-photon brain imaging in vivo. Nat. Protoc. 2006, 1:380-386.
15. Hopfield J.J. Neural networks and physical systems with emergent collective computational abilities. Proc. Natl. Acad. Sci. USA 1982, 79:2554-2558.
16. Hromádka T., Deweese M.R., Zador A.M. Sparse representation of sounds in the unanesthetized auditory cortex. PLoS Biol. 2008, 6:e16.
17. Kalatsky V.A., Polley D.B., Merzenich M.M., Schreiner C.E., Stryker M.P. Fine functional organization of auditory cortex revealed by Fourier optical imaging. Proc. Natl. Acad. Sci. USA 2005, 102:13325-13330.
18. Komiyama T., Sato T.R., O'Connor D.H., Zhang Y.X., Huber D., Hooks B.M., Gabitto M., Svoboda K. Learning-related fine-scale specificity imaged in motor cortex circuits of behaving mice. Nature 2010, 464:1182-1186.
19. Kurt S., Deutscher A., Crook J.M., Ohl F.W., Budinger E., Moeller C.K., Scheich H., Schulze H. Auditory cortical contrast enhancing by global winner-take-all inhibitory interactions. PLoS One 2008, 3:e1735.
20. Liberman A.M., Cooper F.S., Shankweiler D.P., Studdert-Kennedy M. Perception of the speech code. Psychol. Rev. 1967, 74:431-461.
21. Loebel A., Nelken I., Tsodyks M. Processing of sounds by population spikes in a model of primary auditory cortex. Front. Neurosci. 2007, 1:197-209.
22. Luczak A., Barthó P., Harris K.D. Spontaneous events outline the realm of possible sensory responses in neocortical populations. Neuron 2009, 62:413-425.
23. Maass W., Joshi P., Sontag E.D. Computational aspects of feedback in neural circuits. PLoS Comput. Biol. 2007, 3:e165.
24. Machens C.K., Wehr M.S., Zador A.M. Linearity of cortical receptive fields measured with natural sounds. J. Neurosci. 2004, 24:1089-1100.
25. Miller E.K., Nieder A., Freedman D.J., Wallis J.D. Neural correlates of categories and concepts. Curr. Opin. Neurobiol. 2003, 13:198-203.
26. Mongillo G., Barak O., Tsodyks M. Synaptic theory of working memory. Science 2008, 319:1543-1546.
27. Mountcastle V.B. The columnar organization of the neocortex. Brain 1997, 120:701-722.
28. Nelken I., Rotman Y., Bar Yosef O. Responses of auditory-cortex neurons to structural features of natural sounds. Nature 1999, 397:154-157.
29. Nelken I., Fishbach A., Las L., Ulanovsky N., Farkas D. Primary auditory cortex of cats: feature detection or something else?. Biol. Cybern. 2003, 89:397-406.
30. Niessing J., Friedrich R.W. Olfactory pattern classification by discrete neuronal network states. Nature 2010, 465:47-52.
31. Ohl F.W., Scheich H., Freeman W.J. Change in pattern of ongoing cortical activity with auditory category learning. Nature 2001, 412:733-736.
32. Pasley B.N., David S.V., Mesgarani N., Flinker A., Shamma S.A., Crone N.E., Knight R.T., Chang E.F. Reconstructing speech from human auditory cortex. PLoS Biol. 2012, 10:e1001251.
33. Rabinowitz N.C., Willmore B.D., Schnupp J.W., King A.J. Contrast gain control in auditory cortex. Neuron 2011, 70:1178-1191.
34. Rosenblatt F. The perceptron: a probabilistic model for information storage and organization in the brain. Psychol. Rev. 1958, 65:386-408.
35. Rothschild G., Nelken I., Mizrahi A. Functional organization and population dynamics in the mouse primary auditory cortex. Nat. Neurosci. 2010, 13:353-360.
36. Russ B.E., Lee Y.S., Cohen Y.E. Neural and behavioral correlates of auditory categorization. Hear. Res. 2007, 229:204-212.
37. Sakata S., Harris K.D. Laminar structure of spontaneous and sensory-evoked population activity in auditory cortex. Neuron 2009, 64:404-418.
38. Seger C.A., Miller E.K. Category learning in the brain. Annu. Rev. Neurosci. 2010, 33:203-219.
39. Shawe-Taylor J., Cristianini N. Support Vector Machines 2000, Cambridge University Press, Cambridge.
40. Soucy E.R., Albeanu D.F., Fantana A.L., Murthy V.N., Meister M. Precision and diversity in an odor map on the olfactory bulb. Nat. Neurosci. 2009, 12:210-220.
41. Swaminathan S.K., Freedman D.J. Preferential encoding of visual categories in parietal cortex compared with prefrontal cortex. Nat. Neurosci. 2012, 15:315-320.
42. Tkacik G., Prentice J.S., Balasubramanian V., Schneidman E. Optimal population coding by noisy spiking neurons. Proc. Natl. Acad. Sci. USA 2010, 107:14419-14424.
43. Ulanovsky N., Las L., Farkas D., Nelken I. Multiple time scales of adaptation in auditory cortex neurons. J. Neurosci. 2004, 24:10440-10453.
44. Wang X.J. Decision making in recurrent neuronal circuits. Neuron 2008, 60:215-234.
45. Wills T.J., Lever C., Cacucci F., Burgess N., O'Keefe J. Attractor dynamics in the hippocampal representation of the local environment. Science 2005, 308:873-876.
46. 2+ imaging. Nat. Methods 2006, 3:377-383.