Srini Turaga


I am a graduate student in the department of Brain and Cognitive Sciences [?] at MIT. I'm interested in computational models of learning in artificial and biological systems. Sebastian Seung is my advisor.

Curriculum Vita (pdf)

Current Projects

  • Machine learning of image segmentation
  • Reconstruction of neuronal morphology and connectivity from serial block-face scanning electron micrography (with Winfried Denk)

Papers

(a little outdated. will be updated shortly... for now, the CV contains the latest papers.)

Tracey, B.H., Lee, N.L., Turaga, S.C. (pdf)
Cluster analysis and robust use of full-field models for sonar beamforming. J Acoust Soc Am, 120(5), 2635-47.

Tracey, B.H., Lee, N.L., Turaga, S.C. (pdf)
Statistical clustering applied to adaptive matched field processing. Proceedings of Advanced Sensor Array Processing (ASAP) Workshop, March 2004.

Turaga, S.C. (pdf)
Calculation of Ziv-Zakai bound on Mean Squared Error for Matched Field Processing. MIT Lincoln Laboratory Memo, August 2003.

Turaga, S.C. and Auerbach, S.M. (pdf|ps)
Calculating Free Energies for Diffusion in Tight-Fitting Zeolite-Guest Systems: Local Normal-Mode Monte Carlo. J. Chem. Phys. 118, 6512-6517 (2003).

Conference Presentations

Turaga, S.C., Sompolinsky, H., Seung, H.S. (pdf)
Online learning in a model neural integrator. Cosyne, March 2006.

[calendar|personal]

Maintained by Srini Turaga. Last modified on May 30, 2009.