Faculty Profiles
Shantanu Chakrabartty
Assistant Professor
Research Interests
- auditory
- biometrics
- molecular
Research Biography
His research interest is in the area of embedded intelligence which involves using statistical learning principles to design smart sensors and integrated circuits. Within this area his research group focuses on development of smart biomechanical implants, analog-to-information converters, forward error-correcting biosensors and energy efficient decoders.
Selected Publications
- C.Kong and S.Chakrabartty, Analog Iterative Decoders based on Margin Propagation , IEEE Transactions on Circuits and Systems II, . 1140-1144, Vol. 54, no. 12, Dec. 2007.
- Y. Liu, S. Chakrabartty, and E. C.Alocilja, "Fundamental Building Blocks for Molecular Bio-wire based Forward-error Correcting Biosensors", Nanotechnology ,18, (2007), 4240172.
- V. Venkataramani, S. Chakrabartty , and W. Byrne, Gini-Support Vector Machines for Segmental Minimum Bayes Risk Decoding of Continuous Speech, Computer Speech and Language, Volume 21, Issue 3, July 2007, pp. 423-442.
- S. Chakrabartty, Y. Deng and G. Cauwenberghs, Robust Speech Feature Extraction by Growth Transformation in Reproducing Kernel Hilbert Space, IEEE Transactions on Speech, Language and Acoustics, pp. 1842-1849, Vol. 15 Issue: 6, Aug. 2007.
Selected Achievements and Awards
- Received NSF grant entitled, "Cooperative Learning-Unlearning Algorithms for identification of Robust Auditory Manifolds"