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Institute of Neuroscience and Medicine
Computational and Systems Neuroscience (INM-6)
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Selected Publications

2012

  • Berger D, Pazienti A, Flores F J, Nawrot M, Maldonado PM, Grün S (2012) Viewing strategy of Cebus monkeys during free exploration of natural images. Brain Research 1434: 34-46 doi:10.1016/j.brainres.2011.10.013
  • Gerstein GL, Williams ER, Diesmann M, Grün S, Trengove C (2012) Detecting synfire chains in parallel spike data. J Neurosci Methods (in press) doi:10.1016/j.jneumeth.2012.02.003
  • Pipa G, Grün S. van Vreeswijk C. Impact of spike-train autostructure on probability distribution of joint-spike events (under revision)
  • Shimazaki H, Amari S, Brown E N, Grün S (2012) State-Space Analysis of Time-Varying Higher-Order Spike Correlation for Multiple Neural Spike Train Data. PLoS Comput Biol 8(3): e1002385 doi:10.1371/journal.pcbi.1002385

2011

  • Braune C, Borgelt C and Grün S (2011) Finding Ensembles of Neurons in Spike Trains by Non-linear Mapping and Statistical Testing Proc. 10th Int. Symposium on Intelligent Data Analysis (IDA 2011, Porto, Portugal) Springer-Verlag, Berlin, Germany 2011
  • Denker M, Roux S, Lindén H, Diesmann M, Riehle A, Grün S (2011) The local field potential reflects surplus spike synchrony Cereb. Cortex 21 (12): 2681-2695. doi: 10.1093/cercor/bhr040
  • Ito J, Maldonado P, Singer W, Grün S (2011) Saccade-related modulations of neuronal excitability support synchrony of visually elicited spikes Cereb. Cortex 21 (11): 2482-2497 doi: 10.1093/cercor/bhr020
  • Linden H, Tetzlaff T, Potjans T C, Pettersen K H, Grün S, Diesmann M, Einevoll G (2011) Modeling the Spatial Reach of the LFP. Neuron 72, 859–872 doi: 10.1016/j.neuron.2011.11.006

2010


2009

  • Grün S (2009) Data-driven significance estimation of precise spike correlation. J Neurophysiology, 101: 1126-1140 (invited review)
  • Grün S, Berger D, Borgelt C (2009) Identification of neurons participating in cell assemblies, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 3493-3496
  • Kilavik B E, Roux S, Ponce-Alvarez A, Confais J, Grün S, Riehle A (2009) Long-term modifications in motor cortical dynamics induced by intensive practice J Neuroscience 29(40):12653 12663
  • Sharott A, Moll C, Engler G, Denker M, Grün S, Engel A (2009) Different subtypes of striatal neurons are selectively modulated by cortical oscillations. J Neuroscience, 29:4571-4585
  • Shimazaki H, Amari S, Brown E N, Grün S (2009) State-space analysis on time-varying correlations in parallel spike sequences, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 3501-3504.

2008

2007

  • Berger D, Warren D, Normann R, Arieli A, and Grün S (2007) Spatially organized spike correlation in cat visual cortex. Neurocomputing 70: 2112-2116
  • Denker M, Roux S, Timme M, Riehle A, Grün S (2007) Phase synchonization between LFP and spiking activity in motor cortex during movement preparation. Neurocomputing 70: 2096-2101
  • Nawrot M P, Boucsein C, Rodriguez-Molina V, Aertsen A, Grün S and Rotter S (2007) Serial interval statistics of spontaneous activity in cortical neurons Neurocomputing 70: 1717-1722
  • Pazienti A, Diesmann M, and Grün S. (2007) Bounds of the ability to destroy precise coincidences by spike dithering Lecture Notes in Computer Science 4729, pp. 428 437
  • Pipa G, Riehle A, and Grün S (2007) Validation of task-related excess of spike coincidences based on NeuroXidence Neurocomputing 70: 2064-2068

-2006

  • Pazienti A and Grün S (2006) Robustness of the significance of spike correlation with respect to sorting errors. Journal of Computational Neuroscience 21:329-342.
  • Czanner G, Grün S, and Iyengar S (2005) Theory of the snowflake plot and its relations to higher-order analysis methods. Neural Computation 17(7): 1456-1479.
  • Pipa G, Diesmann M, and Grün S (2003) Significance of joint-spike events based on trial-shuffling by efficient combinatorial methods Complexity 8(4): 79-86
  • Pipa G and Grün S (2003) Non-parametric significance estimation of joint-spike events by shuffling and resampling Neurocomputing 52-54: 31-37
  • Schneider G and Grün S (2003) Analysis of higher-order correlations in multiple parallel processes Neurocomputing 52-54: 771-777
  • Grün S, Riehle A, and Diesmann M (2003) Effect of cross-trial nonstationarity on joint-spike events. Biological Cybernetics 88(5): 335-351.
  • Grün S, Riehle A, Aertsen A, and Diesmann M (2003) Temporal scales of cortical interactions. Nova Acta Leopoldina 88(332): 1-18.
  • Gal V, Grün S, and Tetzlaff R (2003) Analysis of multidimensional neural activity via CNN-UM. International Journal Neural Systems 13(6): 479-487.
  • Grün S, Diesmann M, and Aertsen A (2002) `Unitary Events' in multiple single-neuron activity. II. Non-Stationary data. Neural Computation 14(1): 81-119.
  • Grün S, Diesmann M, and Aertsen A (2002) `Unitary Events' in multiple single-neuron activity. I. Detection and significance. Neural Computation 14(1): 43-80.
  • Gal V, Grün S, and Tetzlaff R (2002) Analyzing multidimensional neural activity via CNN-UM. In Tetzlaff R, editor, Proc 7th IEEE Intern Workshop on Cellular Neural Networks and their Applications, pages 243-250. World Scientific, Singapore.
  • Aertsen A, Diesmann M, Gewaltig M-O, Grün S, and Rotter S (2001) Neural dynamics in cortical networks -- precision of joint-spiking events. In Bock G and Goode J, editors, Complexity in biological information processing, volume 239 of Novartis Foundation Symposium 2001, pages 193-207. Wiley, Chichester.
  • Grün S, Wagner H, Carr C, and Aertsen A (2001) Binaural interaction in the nucleus laminaris of the barn owl: A quantitative model. Research Report BrainWorks 1991-01, Neurobiology & Biophysics, ISSN 1615-2042, Inst. Biology 3, Albert-Ludwigs Univ, Freiburg, Germany.
  • Riehle A, Grammont F, Diesmann M, and Grün S (2000) Dynamical changes and temporal precision of synchronized spiking activity in monkey motor cortex during movement preparation. Journal of Physiol (Paris) 94(5-6): 569-582.
  • Grün S, Diesmann M, Grammont F, Riehle A, and Aertsen A (1999) Detecting unitary events without discretization of time. Journal of Neuroscience Methods 94:67-79.
  • Grün S and Rotter S (1999) Concepts of neuronal cooperativity in the cortex. In Elsner N and Eysel U, editors, From Molecular Neurobiology to Clinical Neuroscience, pages 359-363, Thieme Verlag, Stuttgart.
  • Riehle A, Grün S, Diesmann S, and Aertsen S (1997) Spike synchronization and rate modulation differentially involved in motor cortical function. Science 278: 1950-1953.
  • Riehle A, Grün S, Aertsen A, and Requin J (1996) Signatures of dynamic cell assemblies in monkey motor cortex. In von der Malsburg C, von Seelen W, Vorbrüggen J C, and Sendhoff B, editors. Artificial Neural Networks - ICANN '96, pages 673-678, Berlin, Springer.
  • Martignon L, von Hasseln H, Grün S, Aertsen S, and Palm G (1995) Detecting higher-order interactions among the spiking events in a group of neurons. Biological Cybernetics 73: 69-81

Books

Grün S. and Rotter S. (eds.) Analysis of Parallel Spike Trains (2010) Springer Series in Computational Neuroscience, Volume 7, Springer New York, DOI: 10.1007/978-1-4419-5675-0
  • Grün S (1996) Unitary Joint-Events in Multiple-Neuron Spiking Activity: Detection, Significance, and Interpretation. Reihe Physik, Band 60. Verlag Harri Deutsch, Thun, Frankfurt/Main, ISBN 3-8171-1506-7.

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