Skip to main content

Functional segregation and integration in the nervous system: Theory and models

  • Chapter
Somesthesis and the Neurobiology of the Somatosensory Cortex

Part of the book series: Advances in Life Sciences ((ALS))

Summary

This chapter summarizes some recent work that addresses the problem of integrating the activity and plasticity of functionally segregated areas in the brain. It is proposed that such integration is achieved in large part through the process of reentry, the recurrent parallel exchange of signals among neuronal groups. It is then argued that value systems, i.e. diffuse projection systems that release neuromodulatory substances in response to salient events, allow global saliency signals to interact with local temporal correlations in determining plastic changes. Finally, by introducing the notion of neural complexity, a theoretical perspective is presented that offers an “in principle” resolution of the apparent counterposition of functional segregation and integration.

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 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
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

  • Aertsen, A. and Arndt, M. (1993) Response synchronization in the visual cortex.Current Biology, 3:586:594.

    Google Scholar 

  • Bressier, S.L. (1995) Large-scale cortical networks and cognition.Brain Research Reviews20:288–304.

    Article  Google Scholar 

  • Edelman, G. M. (1978). Group selection and phasic re-entrant signalling: a theory of higher brain function. In: GM. Edelman and VB. Mountcastle (eds.), The Mindful Brain, Cambridge, Massachusetts: MIT Press

    Google Scholar 

  • Edelman, G. M. (1987)Neural Darwinism: The Theory of Neuronal Group Selection. New York: Basic Books.

    Google Scholar 

  • Edelman, G. M. (1989). The Remembered Present: A Biological Theory of Consciousness. New York: Basic Books.

    Google Scholar 

  • Edelman, G. M. (1993). Neural Darwinism: Selection and reentrant signaling in higher brain function. Neuron, 10:1–20.

    Article  Google Scholar 

  • Finkel, L. H, and Edelman, G. M. (1989). The integration of distributed cortical systems by reentry: a computer simulation of interactive functionally segregated visual areas.Journal of Neuroscience, 9, 3188–3208.

    PubMed  CAS  Google Scholar 

  • Friston, K. J., Tononi, G., Reeke, G. N., Jr., Sporns, O., and Edelman, G. M. (1994). Value-dependent selection in the brain: Simulation in a synthetic neural model.Neuroscience, 59, 229–243.

    Article  PubMed  CAS  Google Scholar 

  • Hasselmo, M.E. (1995). Neuromodulation and cortical function: modeling the physiological basis of behavior. BehavioralBrain Research, 67, 1–27.

    CAS  Google Scholar 

  • König, P. and Engel, A. (1995) Correlated firing in sensory-motor systems. Current Opinions in Neurobiology, in press.

    Google Scholar 

  • Merzenich, M.M. and Sameshima, K. (1993) Cortical plasticity and memory.Current Biology, 3:187–196.

    CAS  Google Scholar 

  • Papoulis, A. (1991).Probability, Random Variables, and Stochastic Processes( Third ed. ). New York: McGraw-Hill.

    Google Scholar 

  • Pearson, J.C., Finkel, L. H., and Edelman, G. M. (1987). Plasticity in the organization of adult cerebral cortical maps: A computer simulation based on neuronal group selection.Journal of Neuroscience, 7, 4209–4223.

    PubMed  CAS  Google Scholar 

  • Ramachandran, V. S. (1990). Visual perception in people and machines.In: A. Blake and T. Troscianko (eds.),AI and the Eye(pp. 21–77 ). New York: Wiley.

    Google Scholar 

  • Reeke, G. N., Jr., Finkel, L. H., Sporns, O., and Edelman, G. M. (1990). Synthetic neural modeling: A multilevel approach to the analysis of brain complexity. In: G. M. Edelman, W. E. Gall, and W. M. Cowan (eds.), Signal andSense: Local and Global Order in Perceptual Maps, New York: Wiley.

    Google Scholar 

  • Singer, W. (1993) Synchronization of cortical activity and its putative role in information processing and learning.Annual Reviews of Physiology, 55:349–374.

    Article  CAS  Google Scholar 

  • Sporns, O., Gally, J. A., Reeke, G. N., Jr., and Edelman, G. M. (1989). Reentrant signaling among simulated neuronal group leads to coherency in their oscillatory activity.Proceedings of the National Academy of Science USA, 86, 7265–7269.

    Article  CAS  Google Scholar 

  • Sporns, O., Tononi, G., and Edelman, G. M. (1991). Modeling perceptual grouping and figure-ground segregation by means of active reentrant conditionsProceedings of the National Academy of Science USA, 88, 129–133.

    Article  CAS  Google Scholar 

  • Thelen, E., and Smith, L. B. (1994).A Dynamic Systems Approach to the Development of Cognition and Action. Cambridge: The MTT Press.

    Google Scholar 

  • Tononi, G., Sporns, O., and Edelman, G. M. (1992a). The problem of neural integration: induced rhythms and short-term correlations.In: E. Basar & T. Bullock (eds.),Induced Rhythms in the Brain(pp. 365–393 ). Boston: Birkhausen.

    Google Scholar 

  • Tononi, G., Sporns, O., and Edelman, G. M. (1992b). Reentry and the problem of integrating multiple cortical areas: Simulation of dynamic integration in the visual system.Cerebral Cortex, 2, 310–335.

    Article  PubMed  CAS  Google Scholar 

  • Tononi, G., Sporns, O., and Edelman, G. M. (1994). A measure for brain complexity: Relating functional segregation and integration in the nervous system.Proceedings of the National Academy of Science USA, 91, 5033–5037.

    Article  CAS  Google Scholar 

  • Zeki, S. (1993).A Vision of the Brain. Oxford: Blackwell Scientific Publications.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1996 Birkhäuser Verlag Basel/Switzerland

About this chapter

Cite this chapter

Tononi, G. (1996). Functional segregation and integration in the nervous system: Theory and models. In: Franzén, O., Johansson, R., Terenius, L. (eds) Somesthesis and the Neurobiology of the Somatosensory Cortex. Advances in Life Sciences. Birkhäuser Basel. https://doi.org/10.1007/978-3-0348-9016-8_34

Download citation

  • DOI: https://doi.org/10.1007/978-3-0348-9016-8_34

  • Publisher Name: Birkhäuser Basel

  • Print ISBN: 978-3-0348-9868-3

  • Online ISBN: 978-3-0348-9016-8

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics