Role of temporal spike patterns in neural codes

Principles of Neural Coding

Volumn , Issue , 2013, Pages 339-356

  Petersen, Rasmus S ^a  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84968926276     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1201/b14756     Document Type: Chapter

References (64)

1. Abbott LF, Dayan P. 1999. The effect of correlated variability on the accuracy of a population code. Neural Comput 11:91-101.
2. Adrian ED, Zotterman Y. 1926. The impulses produced by sensory nerve-endings: Part II. The response of a single end-organ. J Physiol 61:151-171.
3. Arabzadeh E, Zorzin E, Diamond ME. 2005. Neuronal encoding of texture in the whisker sensory pathway. PLoS Biol 3:e17.
4. Bair W, Koch C. 1996. Temporal precision of spike trains in extrastriate cortex of the behaving macaque monkey. Neural Comput 8:1185-1202.
5. Berry MJ, Warland DK, Meister M. 1997. The structure and precision of retinal spike trains. Proc Natl Acad Sci USA 94:5411-5416.
6. Berry MJ, 2nd, Meister M. 1998. Refractoriness and neural precision. J Neurosci 18:2200-2211.
7. Borst A, Theunissen FE. 1999. Information theory and neural coding. Nat Neurosci 2:947-957.
8. Cohen MR, Kohn A. 2011. Measuring and interpreting neuronal correlations. Nat Neurosci 14:811-819.
9. Dayan P, Abbott LF. 2001. Theoretical Neuroscience. Cambridge, MA: MIT Press.
10. de Ruyter van Steveninck RR, Lewen GD, Strong SP, Koberle R, Bialek W. 1997. Reproducibility and variability in neural spike trains. Science 275:1805-1808.
11. Di Lorenzo PM, Chen JY, Victor JD. 2009. Quality time: representation of a multidimensional sensory domain through temporal coding. J Neurosci 29:9227-9238.
12. Eyherabide HG, Samengo I. 2010. Time and category information in pattern-based codes. Front Comput Neurosci 4:145.
13. Foffani G, Tutunculer B, Moxon KA. 2004. Role of spike timing in the forelimb somatosensory cortex of the rat. J Neurosci 24:7266-7271.
14. Foffani G, Morales-Botello ML, Aguilar J. 2009. Spike timing, spike count, and temporal information for the discrimination of tactile stimuli in the rat ventrobasal complex. J Neurosci 29:5964-5973.
15. Furukawa S, Middlebrooks JC. 2002. Cortical representation of auditory space: Information-bearing features of spike patterns. J Neurophysiol 87:1749-1762.
16. Gawne TJ, Kjaer TW, Richmond BJ. 1996. Latency: Another potential code for feature binding in striate cortex. J Neurophysiol 76:1356-1360.
17. Golledge HD, Panzeri S, Zheng F, Pola G, Scannell JW, Giannikopoulos DV, Mason RJ, Tovee MJ, Young MP. 2003. Correlations, feature-binding and population coding in primary visual cortex. Neuroreport 14:1045-1050.
18. Hatsopoulos NG, Ojakangas CL, Paninski L, Donoghue JP. 1998. Information about movement direction obtained from synchronous activity of motor cortical neurons. Proc Natl Acad Sci USA 95:15706-15711.
19. Hipp J, Arabzadeh E, Zorzin E, Conradt J, Kayser C, Diamond ME, Konig P. 2006. Texture signals in whisker vibrations. J Neurophysiol 95:1792-1799.
20. Ince RA, Senatore R, Arabzadeh E, Montani F, Diamond ME, Panzeri S. 2010. Information-theoretic methods for studying population codes. Neural Netw 23:713-727.
21. Johansson RS, Birznieks I. 2004. First spikes in ensembles of human tactile afferents code complex spatial fingertip events. Nat Neurosci 7:170-177.
22. Kaissling KE. 2009. The sensitivity of the insect nose: The example of Bombyx mori. Biol Insp Sig Process Chem Sensing 188:45-52.
23. Kaissling KE, Priesner E. 1970. Smell threshold of the silkworm. Naturwissenschaften 57:23-28.
24. Kayser C, Logothetis NK, Panzeri S. 2010. Millisecond encoding precision of auditory cortex neurons. Proc Natl Acad Sci USA 107:16976-16981.
25. Latham PE, Nirenberg S. 2005. Synergy, redundancy, and independence in population codes, revisited. J Neurosci 25:5195-5206.
26. London M, Roth A, Beeren L, Hausser M, Latham PE. 2010. Sensitivity to perturbations in vivo implies high noise and suggests rate coding in cortex. Nature 466:123-127.
27. MacKay D, McCulloch WS. 1952. The limiting information capacity of a neuronal link. Bull Math Biophys 14:127-135.
28. Mainen ZF, Sejnowski TJ. 1995. Reliability of spike timing in neocortical neurons. Science 268:1503-1506.
29. Montani F, Kohn A, Smith MA, Schultz SR. 2007. The role of correlations in direction and contrast coding in the primary visual cortex. J Neurosci 27:2338-2348.
30. Montemurro MA, Panzeri S, Maravall M, Alenda A, Bale MR, Brambilla M, Petersen RS. 2007 Role of precise spike timing in coding of dynamic vibrissa stimuli in somatosensory thalamus. J Neurophysiol 98:1871-1882.
31. Nirenberg S, Latham PE. 1998. Population coding in the retina. Curr Opin Neurobiol 8:488-493.
32. Nirenberg S, Carcieri SM, Jacobs AL, Latham PE. 2001. Retinal ganglion cells act largely as independent encoders. Nature 411:698-701.
33. Oram MW, Foldiak P, Perrett DI, Sengpiel F. 1998. The “Ideal Homunculus”: Decoding neural population signals. Trends Neurosci 21:259-265.
34. Panzeri S, Schultz SR, Treves A, Rolls ET. 1999. Correlations and the encoding of information in the nervous system. Proc R Soc Lond B Biol Sci 266:1001-1012.
35. Panzeri S, Petroni F, Petersen RS, Diamond ME. 2003. Decoding neuronal population activity in rat somatosensory cortex: Role of columnar organization. Cereb Cortex 13:45-52.
36. Panzeri S, Senatore R, Montemurro MA, Petersen RS. 2007. Correcting for the sampling bias problem in spike train information measures. J Neurophysiol 98:1064-1072.
37. Panzeri S, Petersen RS, Schultz SR, Lebedev M, Diamond ME. 2001. The role of spike timing in the coding of stimulus location in rat somatosensory cortex. Neuron 29:769-777.
38. Parker AJ, Newsome WT. 1998. Sense and the single neuron: Probing the physiology of perception. Annu Rev Neurosci 21:227-277.
39. Perkel DH, Bullock TH. 1968. Neural coding. Neurosci Res Prog Sum 3:405-527.
40. Petersen RS, Panzeri S, Diamond ME. 2001. Population coding of stimulus location in rat somatosensory cortex. Neuron 32:503-514.
41. Petersen RS, Panzeri S, Diamond ME. 2002a. The role of individual spikes and spike patterns in population coding of stimulus location in rat somatosensory cortex. Biosystems 67:187-193.
42. Petersen RS, Panzeri S, Diamond ME. 2002b. Population coding in somatosensory cortex. Curr Opin Neurobiol 12:441-447.
43. Petersen RS, Panzeri S, Maravall M. 2009. Neural coding and contextual influences in the whisker system. Biol Cybern 100:427-446.
44. Petersen RS, Brambilla M, Bale MR, Alenda A, Panzeri S, Montemurro MA, Maravall M. 2008. Diverse and temporally precise kinetic feature selectivity in the VPm thalamic nucleus. Neuron 60:890-903.
45. Pillow JW, Shlens J, Paninski L, Sher A, Litke AM, Chichilnisky EJ, Simoncelli EP. 2008. Spatio-temporal correlations and visual signalling in a complete neuronal population. Nature 454:995-999.
46. Pola G, Thiele A, Hoffmann KP, Panzeri S. 2003. An exact method to quantify the information transmitted by different mechanisms of correlational coding. Network 14:35-60.
47. Renart A, de la Rocha J, Bartho P, Hollender L, Parga N, Reyes A, Harris KD. 2010. The asynchronous state in cortical circuits. Science 327:587-590.
48. Richmond BJ, Optican LM. 1987. Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. II. Quantification of response waveform. J Neurophysiol 57:147-161.
49. Rieke F, Bodnar DA, Bialek W. 1995 Naturalistic stimuli increase the rate and efficiency of information transmission by primary auditory afferents. Proc R Soc Lond B Biol Sci 262:259-265.
50. Rieke F, Warland DK, de Ruyter van Steveninck RR, Bialek W. 1997. Spikes: Exploring the Neural Code. Cambridge, MA: MIT Press.
51. Ritt JT, Andermann ML, Moore CI. 2008. Embodied information processing: Vibrissa mechanics and texture features shape micromotions in actively sensing rats. Neuron 57:599-613.
52. Rolls ET, Franco L, Aggelopoulos NC, Reece S. 2003. An information theoretic approach to the contributions of the firing rates and the correlations between the firing of neurons. J Neurophysiol 89:2810-2822.
53. Romo R, Salinas E. 2001 Touch and go: Decision-making mechanisms in somatosensation. Annu Rev Neurosci 24:107-137.
54. Schneidman E, Bialek W, Berry MJ, 2nd. 2003. Synergy, redundancy, and independence in population codes. J Neurosci 23:11539-11553.
55. Schneidman E, Berry MJ, 2nd, Segev R, Bialek W. 2006. Weak pairwise correlations imply strongly correlated network states in a neural population. Nature 440:1007-1012.
56. Shadlen MN, Newsome WT. 1994. Noise, neural codes and cortical organization. Curr Opin Neurobiol 4:569-579.
57. Shadlen MN, Newsome WT. 1995. Is there a signal in the noise? Curr Opin Neurobiol 5:248-250.
58. Shadlen MN, Newsome WT. 1998. The variable discharge of cortical neurons: Implications for connectivity, computation, and information coding. J Neurosci 18:3870-3896.
59. Sherman SM. 2001. Tonic and burst firing: Dual modes of thalamocortical relay. Trends Neurosci 24:122-126.
60. Theunissen F, Miller JP. 1995. Temporal encoding in nervous systems: A rigorous definition. J Comput Neurosci 2:149-162.
61. vanVreeswijk C, Sompolinsky H. 1996. Chaos in neuronal networks with balanced excitatory and inhibitory activity. Science 274:1724-1726.
62. Victor JD. 1999. Temporal aspects of neural coding in the retina and lateral geniculate. Network 10:R1-R66.
63. Wolfe J, Hill DN, Pahlavan S, Drew PJ, Kleinfeld D, Feldman DE. 2008. Texture coding in the rat whisker system: Slip - stick versus differential resonance. PLoS Biol 6:e215.
64. Zohary E, Shadlen MN, Newsome WT. 1994. Correlated neuronal discharge rate and its implications for psychophysical performance. Nature 370:140-143.