Detection of syntonies between multiple spike trains using a coarse-grain binarization of spike count distributions

Network: Computation in Neural Systems

Volumn 15, Issue 1, 2004, Pages 13-28

  Del Prete, Valeria ^a   Martignon, Laura ^b   Villa, Alessandro E P ^c  

^a KING'S COLLEGE LONDON   (United Kingdom)

^b UNIVERSITY OF KASSEL   (Germany)

^c UNIV GRENOBLE ALPES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; DATA ANALYSIS; EXPERIMENTAL RAT; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; MONKEY; NERVE CELL; NONHUMAN; RAT; RECORDING; SAMPLE; SPIKE; STATISTICAL SIGNIFICANCE; TEMPORAL CORTEX;

EID: 1542516306     PISSN: 0954898X     EISSN: None     Source Type: Journal    
DOI: 10.1088/0954-898x/15/1/002     Document Type: Article

References (27)

1. Abeles M, Bergman H, Margalit E and Vaadia E 1988 Spatiotemporal firing patterns in the frontal cortex of behaving monkeys J. Neurophysiol. 70 1629-38
2. Abeles M, Prut Y, Bergman H and Vaadia E 1994 Synchronization in neural transmission and its importance for information processing Prog. Brain Res. 102 395-404
3. Aertsen A M 1992 Detecting triple activity Preprint
4. Amari S 1982 Differential geometry of curved exponential families - curvatures and information loss Ann. Stat. 10 357-85
5. Amari S 1985 Differential Geometrical Methods in Statistics (Springer Lecture Notes in Statistics vol 28) (Berlin: Springer)
6. Amari S 1991 Dualistic geometry of the manifold of higher order neurons Neural Netw. 4 443-51
7. Amari S 1994 Information geometry of the em and em algorithms for neural networks Technical Report Department of Mathematical Engineering and Information Physics, Faculty of Engineering, University of Tokyo
8. Amari S, Kurata K and Nagaoka H 1992 Information geometry of Boltzmann machines IEEE Trans. Neural Netw. 3 260-71
9. Amari S and SunHan T 1989 Statistical inference under multiterminal rate restrictions: a differential geometric approach IEEE Trans. Inf. Theory 35 217-27
10. Deadwyler S A and Hampson R E 1997 The significance of neural ensemble codes during behaviour and cognition Annu. Rev. Neurosci. 20 217-44
11. de Sa V R, deCharms C R and Merzenich M M 1998 Using Helmholtz machines to analyze multi-channel neuronal recordings Advances in Neural Information Processing Systems vol 10, ed M I Jordan, M J Kearns and S A Solla (Cambridge, MA: MIT Press)
12. Dimitrov A and Miller J 2001 Neural coding and decoding: communication channels and quantization Network 12 441-72
13. Dimitrov A, Miller J, Aldworth Z and Gedeon T 2001 Non-uniform quantization of neural spike sequences through an information distortion measure Neurocomputing 38-40 175-82
14. Freiwald W A, Kreiter A K and Singer W 1998 Oscillatory and synchronous activity states in the macaque inferotemporal cortex Soc. Neurosci. Abstr. 24 355-15
15. Gerstein G, Perkel D and Dayhoff J 1985 Cooperative firing activity in simultaneously recorded populations of neurons: detection and measurement J. Neurosci. 5 881-9
16. Kendall M G, Stuart A, Ord J and Arnold S F 1999 Kendall's Advanced Theory of Statistics: Classical Inference and the Linear Model 6th edn (London: Edward Arnold)
17. Laskey K and Martignon L 1996 Bayesian learning of log-linear models for neural connectivity Artif. Intell. 12 213-21
18. Ma S K 1985 Statistical Mechanics (Singapore: World Scientific)
19. Martignon L, Deco G, Laskey K, Diamond M, Freiwald W and Vaadia E 2000 Neural coding: higher-order temporal patterns in the neuro-statistics of cell assemblies Neural Comput. 12 2621-53
20. Martignon L, v Hassein H, Gruen S, Aertsen A and Palm G 1995 Detecting higher order interactions among the spiking events of a group of neurons Biol. Cybern. 73 69-81
21. Panzeri S and Treves A 1995 Correcting measures of information for limited data samples Int. J. Neural Syst. 7(Suppl.) 133-7
22. Rolls E T, Treves A and Tovée M J 1997 The representational capacity of the distributed encoding of information provided by populations of neurons in the primate temporal visual cortex Exp. Brain Res. 114 149-62
23. Seidemann E, Meilijson I, Abeles M, Bergman H and Vaadia E 1996 Simultaneously recorded single units in the frontal cortex go through sequences of discrete and stable states in monkeys performing a delayed localization task J. Neurosci. 16 752-68
24. Tetko I and Villa A 1997 Fast combinatorial methods to estimate the probability of complex temporal patterns of spikes Biol. Cybern. 76 397-407
25. Tishby N, Pereira F and Bialek W 1999 The information bottleneck method Proc. 37th Ann. Allerton Conf. on Communication, Control and Computing
26. Villa A E P, Hyland B, Tetko I V and Najem A 1998 Dynamical cell assemblies in the rat auditory cortex in a reaction-time task Biosystems 48 269-78
27. Villa A E P, Tetko I V, Hyland B and Najem A 1999 Spatiotemporal activity patterns of rat cortical neurons predict responses in a conditioned task Proc. Natl Acad. Sci. USA 96 1006-11