Using partial directed coherence to describe neuronal ensemble interactions.

  title={Using partial directed coherence to describe neuronal ensemble interactions.},
  author={Koichi Sameshima and Luiz A. Baccal{\'a}},
  journal={Journal of neuroscience methods},
  volume={94 1},
This paper illustrates the use of the recently introduced method of partial directed coherence in approaching how interactions among neural structures change over short time spans that characterize well defined behavioral states. Central to the method is its use of multivariate time series modelling in conjunction with the concept of Granger causality. Simulated neural network models were used to illustrate the technique's power and limitations when dealing with neural spiking data. This was… CONTINUE READING
Highly Influential
This paper has highly influenced 28 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
156 Citations
35 References
Similar Papers


Publications citing this paper.
Showing 1-10 of 156 extracted citations


Publications referenced by this paper.
Showing 1-10 of 35 references

Tracking of information within multichannel EEG record-causal analysis in EEG

  • Y Saito, H. Harashima
  • 1981
Highly Influential
7 Excerpts

Spectral Analysis and Time Series

  • MB Priestley
  • 1981
Highly Influential
2 Excerpts

Methods for Neural Ensemble Recordings

  • Nicolelis MAL
  • Boca Raton: CRC Press,
  • 1998

Studying the interaction between brain structures via directed coherence and Granger causality

  • LA Baccalá, K Sameshima, G Ballester, AC Valle, C Timo-Iaria
  • App Sig Process
  • 1998
7 Excerpts

A new method of the description

  • MJ 102216–27.Kaminski, KJ Blinowska
  • 1997

Adaptive plasticity in primate motor cortex as a consequence of behavioral experience and neuronal injury

  • RJ Nudo, EJ Plautz, GW. Milliken
  • Semin Neurosci
  • 1997
2 Excerpts

Analysis of mesial

  • PJ Franaszczuk, GK Bergey, MJ. Kaminski
  • Proc Nat Acad Sci USA
  • 1997

Similar Papers

Loading similar papers…