Refereed Journals - In preparation / Submitted
- Natarajan R, Zemel R, Murray I and Shams L. (2009)
Computational principles underlying perceptual biases and
uncertainty in audiovisual cue interactions
- Natarajan R et. al. (2009)
Influence of task-specific instructions on cross-modal sensory interactions
- Natarajan R and Zemel R (2009)
Dynamic cue combination in distributional population code networks
Refereed Journals
- Natarajan R, Huys QJM, Dayan P and Zemel R (2008)
Encoding and decoding spikes for dynamic stimuli
In Neural Computation, Vol. 20, No. 9: 2325-2360, September 2008. [abstract] [pdf]
- Huys QJM, Zemel R, Natarajan R and Dayan P. (2007)
Fast population coding
In Neural Computation, Vol. 19, No. 2: 404-441, February 2007. [abstract] [pdf]
Refereed Conference Proceedings
- Natarajan R, Murray I, Shams L, Zemel R (2008)
Characterizing response behavior in multisensory perception with conflicting cues
In Advances in Neural Information Processing Systems 21, MIT Press, to appear in 2009. [pre-proceedings]
- Zemel R, Huys QJM, Natarajan R, and Dayan P. (2004)
Probabilistic computation in spiking populations
In Advances in Neural Information Processing Systems 17, MIT Press, 2005. [pdf]
Oral Presentations
(submissions selected for a talk at conferences with unpublished proceedings)
- Natarajan R, Huys QJM, Dayan P, and Zemel R (2006)
Population codes for natural dynamic stimuli
At Computational Neuroscience (CNS), Edinburgh, UK, 2006.
- Natarajan R, Huys QJM, Dayan P, and Zemel R (2006)
Dynamic population codes for sensorimotor processing
At Computational and Systems Neuroscience (Cosyne), Salt Lake City, Utah, 2006.
- Natarajan R and Nadim F. (2003)
Uber-Claws: Unsupervised burst extraction, classification and analysis software
At 23rd Annual East Coast NerveNet Meeting, Woods Hole, MA, 2003
Poster Presentations
(at conferences with unpublished proceedings)
- Natarajan R and Zemel R (2008))
Comparing model predictions of response bias and variance in cue combination
At Workshop on cue combination - unifying perceptual theory, Germany, 2008.
- Natarajan R, Huys QJM, Dayan P, and Zemel R (2006)
Learning to encode dynamic inputs in stochastic neural populations
At 28th International Symposium in Computational Neuroscience, Montreal, 2006.
- Huys QJM, Zemel R, Natarajan R and Dayan P (2005)
Population coding in a fast-changing world
At Computational and Systems Neuroscience (Cosyne), Salt Lake City, Utah, 2005
- Zemel R, Natarajan R, Huys QJM and Dayan P (2005)
Representational pursuit: population codes for dynamic environments
At Computational and Systems Neuroscience (Cosyne), Salt Lake City, Utah, 2005.
- Natarajan R and Nadim F. (2003)
A unified approach to burst detection and classification in multi-unit extracellular neuronal
recordings
At Society for Neuroscience, Program No. 429.11. Orlando, Florida, 2003.