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Science 12 December 1997: Vol. 278. no. 5345, pp. 1950 - 1953 DOI: 10.1126/science.278.5345.1950
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Reports
Spike Synchronization and Rate Modulation Differentially Involved in Motor Cortical Function
Alexa Riehle,
*
Sonja Grün,
Markus Diesmann,
Ad Aertsen
It is now commonly accepted that planning and execution of
movements are based on distributed processing by neuronal populations in motor cortical areas. It is less clear, though, how these
populations organize dynamically to cope with the momentary
computational demands. Simultaneously recorded activities of neurons in
the primary motor cortex of monkeys during performance of a
delayed-pointing task exhibited context-dependent, rapid changes in the
patterns of coincident action potentials. Accurate spike
synchronization occurred in relation to external events (stimuli,
movements) and was commonly accompanied by discharge rate modulations
but without precise time locking of the spikes to these external
events. Spike synchronization also occurred in relation to purely
internal events (stimulus expectancy), where firing rate modulations
were distinctly absent. These findings indicate that internally
generated synchronization of individual spike discharges may subserve
the cortical organization of cognitive motor processes.
A. Riehle, Center for Research in Cognitive Neuroscience, CNRS, 31 Chemin Joseph Aiguier, 13402 Marseille Cx 20, France.
S. Grün, Department of Physiology, The Hebrew University,
Hadassah Medical School, Jerusalem 91120, Israel. E-mail:
gruen{at}hbf.huji.ac.il
M. Diesmann and A. Aertsen, Department of Neurobiology and Biophysics,
Institute of Biology III, Albert-Ludwigs-University,
Schänzlestrasse 1, D-79104 Freiburg, Germany. E-mail:
diesmann{at}biologie.uni-freiburg.de and
aertsen{at}biologie.uni-freiburg.de
*
To whom correspondence should be addressed. E-mail:
ariehle{at}lnf.cnrs-mrs.fr
Read the Full Text
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| PDF »
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| Full Text »
| PDF »
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| Abstract »
| Full Text »
| PDF »
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| Abstract »
| Full Text »
| PDF »
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| PDF »
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| Abstract »
| Full Text »
| PDF »
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- E. M. Izhikevich (2005)
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18, 245-282
| Abstract »
| Full Text »
| PDF »
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18, 45-59
| Abstract »
| Full Text »
| PDF »
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- J.-F. Leger, E. A. Stern, A. Aertsen, and D. Heck (2005)
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| Abstract »
| Full Text »
| PDF »
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J. Neurosci.
24, 8551-8561
| Abstract »
| Full Text »
| PDF »
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- D. Lee (2004)
J. Neurosci.
24, 4453-4459
| Abstract »
| Full Text »
| PDF »
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11, 267-276
| Abstract »
| Full Text »
| PDF »
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| Abstract »
| Full Text »
| PDF »
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- A. A. Kuhn, D. Williams, A. Kupsch, P. Limousin, M. Hariz, G.-H. Schneider, K. Yarrow, and P. Brown (2004)
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127, 735-746
| Abstract »
| Full Text »
| PDF »
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- J.-M. Fellous, P. H. E. Tiesinga, P. J. Thomas, and T. J. Sejnowski (2004)
J. Neurosci.
24, 2989-3001
| Abstract »
| Full Text »
| PDF »
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- M. M. Muller and A. Keil (2004)
J. Cogn. Neurosci.
16, 503-522
| Abstract »
| Full Text »
| PDF »
- Self-Organizing Dual Coding Based on Spike-Time-Dependent Plasticity.
- N. Masuda and K. Aihara (2004)
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16, 627-663
| Abstract »
| Full Text »
| PDF »
- BDNF Boosts Spike Fidelity in Chaotic Neural Oscillations.
- S. Fujisawa, M. K. Yamada, N. Nishiyama, N. Matsuki, and Y. Ikegaya (2004)
Biophys. J.
86, 1820-1828
| Abstract »
| Full Text »
| PDF »
- Dynamic Influences on Coincidence Detection in Neocortical Pyramidal Neurons.
- L. A. Grande, G. A. Kinney, G. L. Miracle, and W. J. Spain (2004)
J. Neurosci.
24, 1839-1851
| Abstract »
| Full Text »
| PDF »
- Enhancement of Synchronization in a Hybrid Neural Circuit by Spike-Timing Dependent Plasticity.
- T. Nowotny, V. P. Zhigulin, A. I. Selverston, H. D. I. Abarbanel, and M. I. Rabinovich (2003)
J. Neurosci.
23, 9776-9785
| Abstract »
| Full Text »
| PDF »
- Firing Properties of Spinal Interneurons during Voluntary Movement. I. State-Dependent Regularity of Firing.
- Y. Prut and S. I. Perlmutter (2003)
J. Neurosci.
23, 9600-9610
| Abstract »
| Full Text »
| PDF »
- Firing Properties of Spinal Interneurons during Voluntary Movement. II. Interactions between Spinal Neurons.
- Y. Prut and S. I. Perlmutter (2003)
J. Neurosci.
23, 9611-9619
| Abstract »
| Full Text »
| PDF »
- Pattern Filtering for Detection of Neural Activity, with Examples from HVc Activity During Sleep in Zebra Finches.
- Z. Chi, P. L. Rauske, and D. Margoliash (2003)
Neural Comput.
15, 2307-2337
| Abstract »
| Full Text »
| PDF »
- Synaptic Depression Leads to Nonmonotonic Frequency Dependence in the Coincidence Detector.
- S. Mikula and E. Niebur (2003)
Neural Comput.
15, 2339-2358
| Abstract »
| Full Text »
| PDF »
- A Computational Model as Neurodecoder Based on Synchronous Oscillation in the Visual Cortex.
- Z. Songnian, X. Xiaoyun, Y. Guozheng, and F. Zhi (2003)
Neural Comput.
15, 2399-2418
| Abstract »
| Full Text »
| PDF »
- Behavioural cues are associated with modulations of synchronous oscillations in the human subthalamic nucleus.
- D. Williams, A. Kuhn, A. Kupsch, M. Tijssen, G. van Bruggen, H. Speelman, G. Hotton, K. Yarrow, and P. Brown (2003)
Brain
126, 1975-1985
| Abstract »
| Full Text »
| PDF »
- Submillisecond Precision of the Input-Output Transformation Function Mediated by Fast Sodium Dendritic Spikes in Basal Dendrites of CA1 Pyramidal Neurons.
- G. Ariav, A. Polsky, and J. Schiller (2003)
J. Neurosci.
23, 7750-7758
| Abstract »
| Full Text »
| PDF »
- Neural Noise and Movement-Related Codes in the Macaque Supplementary Motor Area.
- B. B. Averbeck and D. Lee (2003)
J. Neurosci.
23, 7630-7641
| Abstract »
| Full Text »
| PDF »
- Features of Neuronal Synchrony in Mouse Visual Cortex.
- G. Nase, W. Singer, H. Monyer, and A. K. Engel (2003)
J Neurophysiol
90, 1115-1123
| Abstract »
| Full Text »
| PDF »
- Coherent Oscillations in Neuronal Activity of the Supplementary Motor Area during a Visuomotor Task.
- D. Lee (2003)
J. Neurosci.
23, 6798-6809
| Abstract »
| Full Text »
| PDF »
- Propagation of Correlated Activity through Multiple Stages of a Neural Circuit.
- R. R. Kimpo, F. E. Theunissen, and A. J. Doupe (2003)
J. Neurosci.
23, 5750-5761
| Abstract »
| Full Text »
| PDF »
- Estimating a State-Space Model from Point Process Observations.
- A. C. Smith and E. N. Brown (2003)
Neural Comput.
15, 965-991
| Abstract »
| Full Text »
| PDF »
- Internal State of Monkey Primary Visual Cortex (V1) Predicts Figure-Ground Perception.
- H. Super, C. van der Togt, H. Spekreijse, and V. A. F. Lamme (2003)
J. Neurosci.
23, 3407-3414
| Abstract »
| Full Text »
| PDF »
- Automatic Sorting for Multi-Neuronal Activity Recorded With Tetrodes in the Presence of Overlapping Spikes.
- S. Takahashi, Y. Anzai, and Y. Sakurai (2003)
J Neurophysiol
89, 2245-2258
| Abstract »
| Full Text »
| PDF »
- The Effects of Input Rate and Synchrony on a Coincidence Detector: Analytical Solution.
- S. Mikula and E. Niebur (2003)
Neural Comput.
15, 539-547
| Abstract »
| Full Text »
| PDF »
- Duality of Rate Coding and Temporal Coding in Multilayered Feedforward Networks.
- N. Masuda and K. Aihara (2003)
Neural Comput.
15, 103-125
| Abstract »
| Full Text »
| PDF »
- Information-Geometric Measure for Neural Spikes.
- H. Nakahara and S.-i. Amari (2002)
Neural Comput.
14, 2269-2316
| Abstract »
| Full Text »
- Spatiotemporal Spike Encoding of a Continuous External Signal.
- N. Masuda and K. Aihara (2002)
Neural Comput.
14, 1599-1628
| Abstract »
| Full Text »
| PDF »
- Training and Synchrony in the Motor System.
- M. H. Schieber (2002)
J. Neurosci.
22, 5277-5281
| Abstract »
| Full Text »
| PDF »
- Weakly Modulated Spike Trains: Significance, Precision, and Correction for Sample Size.
- C. P. Hung, B. M. Ramsden, and A. W. Roe (2002)
J Neurophysiol
87, 2542-2554
| Abstract »
| Full Text »
| PDF »
- Guiding the study of brain dynamics by using first-person data: Synchrony patterns correlate with ongoing conscious states during a simple visual task.
- A. Lutz, J.-P. Lachaux, J. Martinerie, and F. J. Varela (2002)
PNAS
| Abstract »
| Full Text »
| PDF »
- Unitary Events in Multiple Single-Neuron Spiking Activity: I. Detection and Significance.
- S. Grun, M. Diesmann, and A. Aertsen (2002)
Neural Comput.
14, 43-80
| Abstract »
| Full Text »
| PDF »
- Unitary Events in Multiple Single-Neuron Spiking Activity: II. Nonstationary Data.
- S. Grun, M. Diesmann, and A. Aertsen (2002)
Neural Comput.
14, 81-119
| Abstract »
| Full Text »
| PDF »
- Statistical Significance of Coincident Spikes: Count-Based Versus Rate-Based Statistics.
- R. Gutig, A. Aertsen, and S. Rotter (2002)
Neural Comput.
14, 121-153
| Abstract »
| Full Text »
| PDF »
- Gaussian Process Approach to Spiking Neurons for Inhomogeneous Poisson Inputs.
- K.-i. Amemori and S. Ishii (2001)
Neural Comput.
13, 2763-2797
| Abstract »
| Full Text »
- Dual Information Representation with Stable Firing Rates and Chaotic Spatiotemporal Spike Patterns in a Neural Network Model.
- O. Araki and K. Aihara (2001)
Neural Comput.
13, 2799-2822
| Abstract »
| Full Text »
- Constraints on Somatotopic Organization in the Primary Motor Cortex.
- M. H. Schieber (2001)
J Neurophysiol
86, 2125-2143
| Abstract »
| Full Text »
| PDF »
- Excess Synchrony in Motor Cortical Neurons Provides Redundant Direction Information With That From Coarse Temporal Measures.
- M. W. Oram, N. G. Hatsopoulos, B. J. Richmond, and J. P. Donoghue (2001)
J Neurophysiol
86, 1700-1716
| Abstract »
| Full Text »
| PDF »
- Correlation Between Uncoupled Conductance-Based Integrate-and-Fire Neurons Due to Common and Synchronous Presynaptic Firing.
- S. Stroeve and S. Gielen (2001)
Neural Comput.
13, 2005-2029
| Abstract »
| Full Text »
| PDF »
- A Spike-Train Probability Model.
- R. E. Kass and V. Ventura (2001)
Neural Comput.
13, 1713-1720
| Abstract »
| Full Text »
| PDF »
|