- Berkes P, Wood F, and Pillow JW. (2009). Characterizing neural dependencies with copula models
in Advances in Neural Information Processing Systems 21 eds. D. Koller, D. Schuurmans, Y. Bengio, L. Bottou. 129-136.
[abstract |
pdf]
- Pillow JW, Shlens J, Paninski L, Sher A, Litke AM,
Chichilnisky EJ, Simoncelli EP. (2008) Spatio-temporal correlations and
visual signaling in a complete neuronal population. Nature
454: 995-999.
[abstract |
pdf |
supplementary inf
]
- Pillow JW and Latham P. (2008) Neural characterization in partially
observed populations of spiking neurons Advances in Neural Information
Processing Systems 20. eds. J.C. Platt, D. Koller, Y. Singer, S. Roweis.
1161-1168.
[abstract |
pdf]
- Pillow JW. (2007) Likelihood-based approaches to modeling the neural
code. In Bayesian Brain: Probabilistic Approaches to Neural Coding,
eds. K Doya, S Ishii, A Pouget & R Rao. MIT
press. 53-70.
[abstract |
pdf]
- Paninski L, Pillow JW, and Lewi J. (2007) Statistical models for
neural encoding, decoding, and optimal stimulus design. In
Computational Neuroscience: Theoretical Insights Into Brain Function,
eds. P Cisek, T Drew, & J Kalaska.
[abstract |
pdf]
- Pillow JW and Simoncelli EP. (2006). Dimensionality reduction in neural
models: an information-theoretic generalization of spike-triggered average and
covariance analysis. Journal of Vision, 6(4):414-428.
[abstract |
pdf |
code]
- Schwartz O, Pillow JW, Rust NC, Simoncelli EP. (2006).
Spike-triggered neural characterization. Journal of Vision,
6(4):484-507.
[abstract |
pdf |
code]
- Pillow JW, Paninski L, Uzzell VJ, Simoncelli EP, Chichilnisky
EJ. (2005). Prediction and Decoding of Retinal Ganglion Cell Responses with a
Probabilistic Spiking Model. Journal of Neuroscience 25:11003-11013.
[abstract |
pdf |
code]
- Simoncelli EP, Paninski L, Pillow JW, Schwartz O.
(2004). Characterization of neural responses with stochastic stimuli. In M
Gazzaniga (ed.) The Cognitive Neurosciences, 3rd edition. MIT Press. [abstract
| pdf (1.2M) | code]
- Paninski L, Pillow JW, Simoncelli EP. (2004). Maximum
likelihood estimation of a stochastic integrate-and-fire neural
encoding model. Neural Computation, 16:2533-2561.
[abstract |
pdf |
code]
- Pillow JW, Paninski L, Simoncelli EP. (2004) Maximum Likelihood
Estimation of a Stochastic Integrate-and-Fire Neural Model. Advances in
Neural Information Processing Systems, eds S. Thrun, L. Saul and
B. Schölkopf, vol 16, May 2004, MIT Press, Cambridge MA.
[abstract |
pdf]
- Paninski L, Pillow JW, Simoncelli EP. (2004). Comparing
integrate-and-fire- like models given intracellular and extracellular
data. Neurocomputing 65:379-385.
[abstract |
pdf]
- Pillow JW & Simoncelli, EP. (2003). Biases in white noise analysis due
to non-Poisson spike generation. Neurocomputing. 52-54:109-115.
[abstract |
pdf]
- Pillow JW & Rubin N. (2002). Perceptual Completion across the
Vertical Meridian and the Role of Early Visual Cortex. Neuron
33(5):805-13.
[abstract |
pdf]
- Zemel RS & Pillow JW (2002). A Probabilistic Network Model of
Population Responses. In R Rao, B Olshausen and M Lewicki (eds.) Probabilistic
Models of the Brain. MIT Press.
[abstract |
pdf]
- Zemel RS & Pillow JW. (2000). Encoding multiple orientations in a
recurrent network. Neurocomputing, 32-33:609-616.
[abstract |
pdf]
|
|