Effect of cross-trial nonstationarity on joint-spike events

Biological Cybernetics

Volumn 88, Issue 5, 2003, Pages 335-351

  Grun S ^a   Riehle, A ^b   Diesmann, M ^c  

^a MAX PLANCK INSTITUTE FOR BRAIN RESEARCH   (Germany)

^b CNRS INPC   (France)

^c MAX PLANCK INSTITUTE FOR DYNAMICS AND SELF ORGANIZATION   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BIOELECTRIC POTENTIALS; BRAIN; COMPUTER SIMULATION; CORRELATION METHODS; FUNCTIONAL NEURAL STIMULATION; NUMERICAL ANALYSIS;

CROSS TRIAL NONSTATIONARITY; JOINT SPIKE EVENTS; SPIKE RATES; TWO RATE STATE MODEL;

NEUROPHYSIOLOGY;

ACTION POTENTIAL; ANIMAL; ARTICLE; BIOLOGICAL MODEL; HUMAN; MOTOR CORTEX; NERVE CELL; PHYSIOLOGY; REPRODUCIBILITY;

ACTION POTENTIALS; ANIMALS; HUMANS; MODELS, NEUROLOGICAL; MOTOR CORTEX; NEURONS; REPRODUCIBILITY OF RESULTS;

EID: 0142103171     PISSN: 03401200     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00422-002-0386-2     Document Type: Article

References (53)

1. Abeles M (1982) Local Cortical Circuits: an electrophysiological study. Studies of brain function. Springer, Berlin Heidelberg New York
2. Abeles M, Gerstein GL (1988) Detecting spatiotemporal firing patterns among simultaneously recorded single neurons. J Neurophysiol 60: 909-924
3. Aertsen A, Gerstein G, Habib M, Palm G (1989) Dynamics of neuronal firing correlation: modulation of 'effective connectivity.' J Neurophysiol 61: 900-917
4. Arieli A, Sterkin A, Grinvald A, Aertsen A (1996) Dynamics of ongoing activity: explanation of the large variability in evoked cortical responses. Science 273: 1868-1871
5. Baker SN, Gerstein GL (2000) Improvements to the sensitivity of gravitational clustering for multiple neuron recordings. Neural Comput 12: 2597-2620
6. Baker SN, Gerstein GL (2001) Determination of response latency and its application to normalization of cross-correlation measures. Neural Comput 13: 1351-1377
7. Baker SN, Lemon R (2000) Precise spatiotemporal repeating patterns in monkey primary and supplementary motor areas occur at chance level. J Neurophysiol 84: 1770-1780
8. Ben-Shaul Y, Bergman H, Ritov Y, Abeles M (2001) Trial to trial variability in either stimulus or action causes apparent correlation and synchrony in neuronal activity. J Neurosci Meth 111: 99-110
9. Brody CD (1999a) Correlations without synchrony. Neural Comput 11: 1537-1551
10. Brody CD (1999b) Disambiguating different covariation types. Neural Comp 11: 1527-1535
11. Coburn KL, Ashford JW, Fuster JM (1990) Visual response latencies in temporal lobe structures as a function of stimulus information load. Behav Neurosci 104: 62-73
12. Eggermont JJ (1990) The correlative brain, vol 16. Studies of brain function. Springer, Berlin Heidelberg New York
13. Fries P, Neuenschwander S, Engel AK, Goebel R, Singer W (2001) Rapid feature selective neuronal synchronization through correlated latency shifting. Nat Neurosci 4: 194-200
14. Friston KJ (1995) Neuronal transients. Proc R Soc Lond B 261: 401-405
15. Gawne TJ, Kjaer TW, Richmond BJ (1996) Latency: another potential code for feature binding in the striate cortex. J Neurophysiol 76: 1356-1360
16. Gerstein GL, Bedenbaugh P, Aertsen A (1989) Neuronal assemblies. IEEE Trans Biomed Eng 36: 4-14
17. Glaser EM, Ruchkin DS (1976) Principles of neurobiological signal analysis. Academic, New York
18. Grün S, Diesmann M, Aertsen A (2002a) 'Unitary events' in multiple single-neuron activity. I. Detection and significance. Neural Comput 14: 43-80
19. Grün S, Diesmann M, Aertsen A (2002b) 'Unitary events' in multiple single-neuron activity. II. Non-stationary data. Neural Comput 14: 81-119
20. Grün S, Diesmann M, Grammont F, Riehle A, Aertsen A (1999) Detecting unitary events without discretization of time. J Neurosci Meth 94: 67-79
21. Grün S, Galuske R, Singer W, Schmidt K (2001a) Analysis of parallel recordings from cat visual cortex for higher order coincidences. Abstr Soc Neurosci 27(2): 82-159
22. Grün S, Riehle A, Diesmann M (2001b) Unitary events analysis on the basis of surrogates. In: Elsner N, Kreutzberg G (eds) Proceedings of the 28th Göttingen Neurobiology Conference, Thieme, Stuttgart, p 251
23. Gur M, Beylin A, Snodderly M (1997) Response variability of neurons in primary visual cortex (V1) of alert monkeys. J Neurosci 17: 2914-2920
24. Gütig R, Aertsen A, Rotter S (2002) Statistical significance of coincident spikes: count-based versus rate-based statistics. Neural Comput 14: 121-253
25. Krengel U (2000) Einführung in die Wahrscheinlichkeitstheorie und Statistik. 5th edn, Vieweg, Braunschweig
26. MacLeod K, Laurent G (1996) Distinct mechanisms for synchronization and temporal patterning of odor-encoding neural assemblies. Science 274: 976-979
27. Martignon, L, von Hasseln H, Grün S, Aertsen A, Palm G (1995) Detecting higher-order interactions among the spiking events in a group of neurons. Biol Cybern 73: 69-81
28. Miller J, Riehle A, Requin J (1992) Effects of preliminary perceptual output on neuronal activity of the primary motor cortex. J Exp Psych 18: 1121-1138
29. Nawrot MP, Aertsen A, Rotter S (2002) Elimination of variability due to response latencies in neuronal spike trains. Biol Cybern (this issue)
30. Nawrot MP, Rodriguez V, Heck D, Riehle A, Aertsen A, Rotter S (2001) Trial-by-trial variability of spike trains in vivo and in vitro. Abstr Soc Neurosci 27: 6-49
31. Nijnhuis A, Wilf HS (1978) Combinatorical algorithms: for computers and Calculators, 2nd edn. Academic, New York
32. Oram MW, Hatsopoulos NG, Richmond BJ, Donoghue JP (2001) Excess synchrony in motor cortical neurons provides redundant direction information with that from coarse temporal measures. J Neurophysiol 86: 1700-1716
33. Oram MW, Wiener MC, Lestienne R, Richmond BJ (1999) Stochastic nature of precisely timed spike patterns in visual system neuronal responses. J Neurophysiol 81: 3021-3033
34. Palm G, Aertsen A, Gerstein GL (1988) On the significance of correlations among neuronal spike trains. Biol Cybern 59: 1-11
35. Pauluis Q, Baker SN (2000) An accurate measure of the instantaneous discharge probability, with application to unitary joint-event analysis. Neural Comput 12: 647-669
36. Perkel DH, Gerstein GL, Moore GP (1967) Neuronal spike trains and stochastic point processes. II. Simultaneous spike trains. Biophys J 7: 419-440
37. Petkovsek M, Wilf HS, Zeilberger D (1996) A = B. Peters, Wellesley, MA.
38. Pipa G, Grün S (2003) Non-parametric significance estimation of joint-spike events by shuffling and resampling. Neurocomputing (in press)
39. Prut Y, Vaadia E, Bergman H, Haalman I, Slovin H, Abeles M (1998) Spatiotemporal structure of cortical activity: properties and behavioral relevance. J Neurophysiol 79: 2857-2874
40. Reich DS, Mechler F, Purpura KP, Victor JD (2000) Interspike intervals, receptive fields, and information encoding in primary visual cortex. J Neurosci 20: 1964-1974
41. Richmond BJ, Hertz JA, Gawne TJ (1999) The relation between v1 neuronal responses and eye movement-like stimulus representations. Neurocomputing 26: 247-254
42. Richmond BJ, Optican LM, Podell M, Spitzer H (1987) Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. I. Response characteristics. J Neurophysiol 57: 132-146
43. Riehle A, Grammont F, Diesmann M, Grün S (2000) Dynamical changes and temporal precision of synchronized spiking activity in motor cortex during movement preparation. J Physiol Paris 94: 569-582
44. Riehle A., Grün S, Diesmann M, Aertsen A (1997) Spike synchronization and rate modulation differentially involved in motor cortical function. Science 278: 1950-1953
45. Rieke F, Warland D, de Ruyter van Steveninck R, Bialek W (1997) Spikes: exploring the neural code. MIT Press, Cambridge, MA
46. Roelfsema PR, Engel AK, König P, Singer W (1997) Visuomotor integration is associated with zero time-lag synchronization among cortical areas. Nature 385: 157-161
47. Roy A, Steinmetz PN, Niebur E (2000) Rate limitations of unitary event analysis. Neural Comput 12: 2063-2082
48. Shadlen MN, Newsome WT (1998) The variable discharge of cortical neurons: implications for connectivity, computation, and information coding. J Neurosci 18: 3870-3896
49. Singer W (1993) Synchronization of cortical activity and its putative role in information processing and learning. Annu Rev Physiol 55: 349-374
50. Singer W, Gray C (2000) Visual feature integration and the temporal correlation hypothesis. Annu Rev Neurosci 94: 569-582
51. Vaadia E, Aertsen A, Nelken I (1995a) 'Dynamics of neuronal interactions' cannot be explained by 'neuronal transients'. Proc R Soc Lond B 261: 407-410
52. Vaadia E. Haalman I, Abeles M, Bergman H, Prut Y, Slovin H, Aertsen A (1995b) Dynamics of neuronal interactions in monkey cortex in relation to behavioural events. Nature 373: 515-518
53. Vaadia E, Kurata K, Wise SP (1988) Neuronal activity preceding directional and nondirectional cues in the premotor cortex of rhesus monkeys. Somatosens Mot Res 6, 207-230