Research

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Current Projects

Neuroscience

  • Dynamic characterization of brain network maturation in the developing human brain
  • Novel electrophysiological markers of seizure dynamics in the epileptic brain
  • Improved source localization in the anisotropic brain
  • Optimization of imaging modalities for improved seizure localization
  • Modulation of neuronal network dynamics following repeated sleep restriction and recovery

Methodologies/Models

  • Improved weak signal detection in spatially correlated noise and low signal-to-noise ratio
  • Robust detection of stochastic activity in noisy circuits
  • Modeling the optimization of time-varying network topologies for efficient processing

Bioinformatics

  • Novel signal processing approaches for improved analysis of high-dimensional genomic data
  • Applications to Amyotrophic Lateral Sclerosis (ALS) and cancer
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