Systems Science & Informatics: Computational Neuroscience Kaushik Majumdar Indian Statistical Institute Bangalore Center

Computational Neuroscience Neural Information Processing Brain Functions Modeling

Computational Neuroscience Neural Information Processing -Functional brain signals: EEG, MEG, fMRI, PET, SPECT Brain Functions Modeling

Computational Neuroscience Neural Information Processing -Functional brain imaging: EEG, MEG, fMRI, PET, SPECT Brain Functions Modeling -Single cell modeling -Network Modeling -Population Coding

Our Focus Neural Information Processing -Functional brain imaging: EEG (current) fMRI (future) Brain Functions Modeling -Network Modeling

Nature of EEG

My Most Recent Works on EEG Human Scalp EEG Processing: Various Soft Computing Approaches -Submitted to Applied Soft Computing, Elsevier Fourier Uniformity

Most Recent Papers Fourier uniformity an useful tool for analyzing EEG signals with an application to source localization, IJCNN’09, Atlanta pdf pdf Constraining minimum norm inverse by phase synchronization and signal power of the scalp EEG channels, IEEE Trans. Biomed. Eng., vol. 56(4):1228, Apr 2009.

Epilepsy Center of the University Hospital of Freiburg, Germany Epilepsy Research

Small Network Modeling Neuron Synapse Astrocyte

Enterprise for Rewards Enterprising behavior – Actions taken to achieve a reward.

Two Persons Dynamic Game of Incomplete Information The person himself/herself is one of the players. The other is his/her environment. Objectives: 1.Expectation maximization. 2.Risk minimization. Open question – are (1) and (2) mutually independent?