Decisions and Downward Causation in Neural Systems

Abstract

For any complex system, consisting of several organizational levels, the problem of causation is profound. Usually, science considers upward causation as fundamental, paying less or no attention to any downward causation. This is also true for the nervous system, where cortical neurodynamics and higher mental functions are normally considered causally dependent on the nerve cell activity, or even the activity at the ion channel level. This study presents a computational approach to decision making (DM) and downward causation in cortical neural systems. We have developed models of paleo- and neocortical structures, in order to study their mesoscopic neurodynamics, as a link between the microscopic neuronal and macroscopic mental events and processes. We demonstrate how complex neurodynamics may play a role for the functions of cortical structures. While microscopic random noise may trigger meso- or macroscopic states, the nonlinear dynamics at these levels may also affect the activity at the microscopic level.

Published in

Advances in cognitive neurodynamics
2016, number: 5, pages: 161-167
Title: Advances in Cognitive Neurodynamics (V)
Publisher: Springer

SLU Authors

• Liljenström, Hans

  • Department of Energy and Technology, Swedish University of Agricultural Sciences
    

• Hassannejad, Nazir Azadeh

  • Department of Energy and Technology, Swedish University of Agricultural Sciences
    

UKÄ Subject classification

Bioinformatics (Computational Biology)

Publication identifier

• DOI: https://doi.org/10.1007/978-981-10-0207-6_23
• ISBN: 978-981-10-0205-2

Permanent link to this page (URI)

https://res.slu.se/id/publ/73830