Non-parametric significance estimation of joint-spike events by shuffling and resampling

Neurocomputing

Volumn 52-54, Issue , 2003, Pages 31-37

  Pipa, Gordon ^b   Grün, Sonja ^a,b  

^a FREIE UNIVERSITÄT BERLIN   (Germany)

^b MAX PLANCK INSTITUTE FOR BRAIN RESEARCH   (Germany)

Author keywords

Bootstrapping; Significance; Spike synchronization; Trial shuffling

Indexed keywords

COMPUTATIONAL METHODS; SAMPLING; STATISTICAL METHODS;

SPIKE TRAINS;

NEURAL NETWORKS;

ANALYTIC METHOD; ARTICLE; CONTROLLED STUDY; CORRELATION ANALYSIS; DATA ANALYSIS; HYPOTHESIS; INFORMATION PROCESSING; NERVE CELL NETWORK; POISSON DISTRIBUTION; PRIORITY JOURNAL; SAMPLING; SPIKE WAVE; STATISTICS;

EID: 0038119628     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(02)00823-8     Document Type: Article

References (11)

1. B. Efron, R.J. Tibshirani, An Introduction to the Bootstrap, Chapmann Hall, London, CRC Press, Boca Raton, 1998.
2. F. Grammont, A. Riehle, Precise spike synchronization in monkey motor cortex involved in preparation for movement, Exp. Brain Res. 128 (1999) 118-122.
3. S. Grün, M. Diesmann, A. Aertsen, 'Unitary Events' in multiple single-neuron activity. I. Detection and significance, Neural Comput. 14 (2002) 43-80.
4. S. Grün, M. Diesmann, A. Aertsen, 'Unitary Events' in multiple single-neuron activity. II. Non-Stationary data, Neural Comput. 14 (2002) 81-119.
5. D.O. Hebb, Organization of Behavior. A Neurophysiological Theory, Wiley, New York, 1949.
6. D.H. Perkel, G.L. Gerstein, G.P. Moore, Neuronal spike trains and stochastic point processes. II. Simultaneous spike trains, Biophys. J. 7 (1967) 419-440.
7. G. Pipa, M. Diesmann, S. Grün, Significance of joint-spike events based on trial-shuffling by efficient combinatorial methods, submitted for publication.
8. D.S. Reich, F. Mechler, K.P. Purpura, J.D. Victor, Interspike intervals, receptive fields, and information encoding in primary visual cortex, J. Neurosci. 20 (2000) 1964-1974.
9. A. Riehle, F. Grammont, M. Diesmann, S. Grün, Dynamical changes and temporal precision of synchronized spiking activity in motor cortex during movement preparation, J. Physiol. (Paris) 94 (2000) 569-582.
10. A. Riehle, S. Grün, M. Diesmann, A. Aertsen, Spike synchronization and rate modulation differentially involved in motor cortical function, Science 278 (1997) 1950-1953.
11. W. Singer, A.K. Engel, A.K. Kreiter, M.H.J. Munk, S. Neuenschwander, P.R. Roelfsema, Neuronal assemblies: necessity, signature and detectability, Trends Cog. Sci. 1 (1997) 252-261.