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Systems Science & Informatics: Computational Neuroscience. Kaushik Majumdar Indian Statistical Institute Bangalore Center. Neural Information Processing. Brain Functions Modeling. Computational Neuroscience. Neural Information Processing Functional brain signals: EEG, MEG, fMRI,
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Systems Science & Informatics: Computational Neuroscience Kaushik Majumdar Indian Statistical Institute Bangalore Center
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 Computational Neuroscience
Neural Information Processing Functional brain imaging: EEG (current) fMRI (future) Brain Functions Modeling Network Modeling Our Focus
Human Scalp EEG Processing: Various Soft Computing Approaches Submitted to Applied Soft Computing, Elsevier Fourier Uniformity My Most Recent Works on EEG
Most Recent Papers • Fourier uniformity an useful tool for analyzing EEG signals with an application to source localization, IJCNN’09, Atlanta. http://arxiv.org/ftp/arxiv/papers/0904/0904.4499.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 Research Epilepsy Center of the University Hospital of Freiburg, Germany
Small Network Modeling Neuron Synapse Astrocyte
Enterprising behavior – Actions taken to achieve a reward. Enterprise for Rewards
Two Persons Dynamic Game of Incomplete Information • The person himself/herself is one of the players. The other is his/her environment. • Objectives: • Expectation maximization. • Risk minimization. • Open question – are (1) and (2) mutually independent?