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Jeanette Hellgren Kotaleski group

The main focus of our research is to use mathematical modeling to understand the neural mechanisms underlying information processing, rhythm generation and learning in motor systems. Of specific interest are the basal ganglia, a structure in the brain that is important for the selection and initiation of motor (and cognitive) actions.

Quantitative multi-scale modeling framework for investigation of the basal ganglia

Our research

The levels of investigation using computational models range from simulations of large-scale neural networks, using both biophysically detailed and abstract systems-level models, down to kinetic models of subcellular processes (e.g. dopamine-induced cascades). The latter approach is important for understanding mechanisms involved in e.g. synaptic plasticity and learning.

Besides leading a research group at the Royal Institute of Technology (KTH), Jeanette Hellgren Kotaleski is affiliated with the Department of Neuroscience at ̽»¨¾«Ñ¡. A longstanding collaborative effort between the computational biology group at KTH and the Department of Neuroscience at KI has been ongoing for many years, and the goal is to understand the mechanisms for generating and coordinating activity in the spinal cord of vertebrates. Here the lamprey, an evolutionary old vertebrate, is used as a model system.

Publications

Selected publications


Gutierrez-Arenas O, Eriksson O, Kotaleski JH
PLoS Comput. Biol. 2014 Jan;10(1):e1003445


Lindahl M, Kamali Sarvestani I, Ekeberg O, Kotaleski JH
Front Comput Neurosci 2013 ;7():76


Nair AG, Gutierrez-Arenas O, Eriksson O, Vincent P, Hellgren Kotaleski J
J. Neurosci. 2015 Oct;35(41):14017-30


Kotaleski JH, Blackwell KT
Nat. Rev. Neurosci. 2010 Apr;11(4):239-51


Kozlov AK, Kardamakis AA, Hellgren Kotaleski J, Grillner S
Proc. Natl. Acad. Sci. U.S.A. 2014 Mar;111(9):3591-6

Keywords:
Bioinformatics (Computational Biology) (Applications at 10610) Computer Sciences Medical Bioinformatics and Systems Biology Neurosciences
Content reviewer:
20-06-2024