BS, Physics, Massachusetts Institute of Technology
MS, Computer Science, Massachusetts Institute of Technology
Ph.D., Theoretical Physics, Princeton University
Dr. Balasubramanian is interested in the principles underlying computation and communication in the brain. His recent work has established that many aspects of the structural and functional organization of the visual system can be understood as adaptations to the statistical structure of natural scenes subject to biophysical constraints. He has also worked on optimization principles in neurobiology such as maximization of information transmission at fixed metabolic cost, and on problems in statistical inference. Currently, his lab uses computational and theoretical methods to study how texture and shape are represented in the visual system, and how physical space is represented in the hippocampus and entorhinal cortex. His lab is also studying how circuits in the olfactory system adaptively represent information about odor mixtures and their valence.
Professor Vijay Balasubramanian will be considering new graduate students for admission for Fall 2017.
- Kamesh Krishnamurthy[Neuroscience]
- John Briguglio [Physics]
Memory and Learning
Sensation and Perception
Garrigan, P, Ratliff CP, Klein JM, Sterling P, Brainard D, Balasubramanian V. 2010. Design of a trichromatic cone array. PLoS Comput. Biol.. 6 Download: PLoS Comp Biol 2010 Garrigan.pdf
Tkacik, G, Prentice J, Victor J, Balasubramanian V. 2010. Local statistics in natural scenes predict the saliency of synthetic textures. PNAS. 107(42):18149-18154. Download: PNAS-Textures.pdf
Tkacik, G, Prentice JS, Balasubramanian V, Schneidman E. 2010. Optimal population coding by noisy spiking neurons. PNAS. 107(42):18154. Download: PNAS-OptPopCodes.pdf
Ratliff, CP, Borghuis BG, Kao YH, Sterling P, Balasubramanian V. 2010. Retina is structured to process an excess of darkness in natural scenes.. PNAS. 107(40):17368-17373. Download: OnOffPNAS.pdf
Perge, JA, Koch K, Miller R, Sterling P, Balasubramanian V. 2009. How the optic nerve allocates space, energy capacity, and information.. J. Neurosci. 29:7917-7928. Download: Journal of Neuroscience 2009 Perge.pdf
Balasubramanian, V, Sterling P. 2009. Receptive fields and the functional architecture in the retina. J. Physiol.. 587:2753-2767. Download: The Journal of Physiology 2009 Balasubramanian-1.pdf