Skip to main content

The Effect of Recording Reference on EEG: Phase Synchrony and Coherence

  • Conference paper
Advances in Neural Networks – ISNN 2007 (ISNN 2007)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4492))

Included in the following conference series:

Abstract

In [1], we developed two methods to automatically identify the contribution of the recording reference signal from multi-channel intracranial Electroencephalography (iEEG) recordings. In this study, we subtract the reference recording contribution to iEEG and obtain corrected iEEG. We then investigate three commonly used iEEG metrics: spectral power, phase synchrony, and magnitude squared coherence (MSC) for common referential iEEG, corrected iEEG and bipolar montage iEEG. We find significant differences among the three iEEG metrics, and are able to determine the contribution from the recording reference to each metric. Generally, reference signals with smaller amplitude yield lower phase synchrony and reference signals with larger amplitude increase phase synchrony. Reference signals with spectral peaks increase coherence. Reference signal with low power may have no significant impact on calculated coherence. Bipolar EEG usually yields small phase synchrony or MSC values and may obscure the actual phase synchrony or MSC values between two local sources.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Hu, S., Stead, M., Worrell, G.A.: Automatic Identification and Removal of Scalp Reference Signal for Intracranial EEGs based on Independent Component Analysis. IEEE Transaction on Biomedical Engineering (in press)

    Google Scholar 

  2. Basar, E., Basar-Eroglu, C., Karakas, S., Schurmann, M.: Gamma, Alpha, Delta and Theta Oscillations Govern Cognitive Processes. Int. J. Psychophysiol. 39, 241–248 (2001)

    Article  Google Scholar 

  3. Fuentemillaa, L., Marco-Pallars, J., Graua, C.: Modulation of Spectral Power and of Phase Resetting of EEG Contributes Differentially to the Generation of Auditory Event-related Potentials. NeuroImage 30, 909–916 (2006)

    Article  Google Scholar 

  4. Knyazev, G.G., Savostyanov, A.N., Levin, E.A.: Alpha Synchronization and Anxiety: Implications for Inhibition Vs. Alertness Hypotheses. Int. J. Psychophysiol. 59, 151–158 (2006)

    Article  Google Scholar 

  5. Sritharan, A., Line, P., Sergejew, A., Silberstein, R., Egan, G., Copolov, D.: EEG Coherence Measures During Auditory Hallucinations in Schizophrenia. Psychiatry Res. 136, 189–200 (2005)

    Article  Google Scholar 

  6. Yeragani, V.K., Cashmere, D., Miewald, J., Tancer, M., Keshavan, M.S.: Decreased Coherence in Higher Frequency Ranges (Beta and Gamma) between Central and Frontal EEG in Patients with Schizophrenia: A Preliminary Report. Psychiatry Res. 141, 53–60 (2005)

    Article  Google Scholar 

  7. Trujillo, L.T., Peterson, M.A., Kaszniak, A.W., Allen, J.J.: EEG Phase Synchrony Differences Across Visual Perception Conditions Depend on Recording and Analysis Methods. Clin. Neurophysiol. 116, 172–189 (2005)

    Article  Google Scholar 

  8. Palva, J.M., Palva, S., Kaila, K.: Phase Synchrony among Neuronal Oscillations in the Human Cortex. J. Neurosci. 25, 3962–3972 (2005)

    Article  Google Scholar 

  9. Duckrow, R.B., Zaveri, H.P.: Coherence of the Electroencephalogram during the First Sleep Cycle. Clin. Neurophysiol. 116, 1088–1095 (2005)

    Article  Google Scholar 

  10. Nunez, P.L.: Electric Fields of the Brain: The Neurophysics of EEG. Oxford University Press, New York (1981)

    Google Scholar 

  11. Guevara, R., Velazquez, J.L., Nenadovic, V., Wennberg, R., Senjanovic, G., Dominguez, L.G.: Phase Synchronization Measurements using Electroencephalographic Recordings: What Can We Really Say about NeuronalSynchrony? Neuroinformatics 3, 301–314 (2005)

    Article  Google Scholar 

  12. Zaveri, H.P., Duckrow, R.B., Spencer, S.S.: The Effect of a Scalp Reference Signal on Coherence Measurements of Intracranial Electroencephalograms. Clin. Neurophysiol. 111, 1293–1299 (2000)

    Article  Google Scholar 

  13. Zaveri, H.P., Duckrow, R.B., Spencer, S.S.: On the Use of Bipolar Montages for Time-series Analysis of Intracranial Electroencephalograms. Clin. Neurophysiol. 117, 2102–2108 (2006)

    Article  Google Scholar 

  14. Schiff, S.J.: Dangerous Phase. Neuroinformatics 3, 315–318 (2006)

    Article  Google Scholar 

  15. Hyvarinen, A., Oja, E.: Independent Component Analysis: Algorithms and Applications. Neural Networks 12, 411–430 (2000)

    Article  Google Scholar 

  16. Mormann, F., Kreuz, T., Rieke, C., Andrzejak, R.G., Kraskov, A., David, P., Elger, C.E., Lehnertz, K.: On the Predictability of Epileptic Seizures. Clin. Neurophysiol. 116, 569–587 (2005)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Derong Liu Shumin Fei Zengguang Hou Huaguang Zhang Changyin Sun

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer Berlin Heidelberg

About this paper

Cite this paper

Hu, S., Stead, M., Gardner, A.B., Worrell, G.A. (2007). The Effect of Recording Reference on EEG: Phase Synchrony and Coherence. In: Liu, D., Fei, S., Hou, Z., Zhang, H., Sun, C. (eds) Advances in Neural Networks – ISNN 2007. ISNN 2007. Lecture Notes in Computer Science, vol 4492. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72393-6_150

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-72393-6_150

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-72392-9

  • Online ISBN: 978-3-540-72393-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics