Publications

Keeley, S., Letham, B., Sanders, C., Tymms, C., & Shvartsman, M. (2023).  A semi-parametric model for decision making in high-dimensional sensory discrimination tasks. Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 37, No. 1, pp. 40-47). [link]

Keeley SL, Aoi M, Yu Y, Smith SL, BR & Pillow JW (2020). Identifying signal and noise structure in neural population activity with Gaussian process factor models. NeurIPS 2020. [link]

Keeley SL, Zoltowski DM, Yu Y, Yates JL, Smith SL, & Pillow JW. (2019). Efficient non-conjugate Gaussian process factor models for spike count data using polynomial approximations. Proceedings of the 37th International Conference on Machine Learning (ICML). [link]

Wu Anqi, Roy NA, Keeley S, & Pillow JW (2017). Gaussian process based nonlinear latent structure discovery in multivariate spike train data Advances in Neural Information Processing Systems 30, 3496-3505 [abs | pdf | link | bib]

Park, E., Keeley, S. Savin, C. Ranck, Jr., J.B., Fenton, A.A. (2019) How the internally-organized direction sense is used to navigate. Neuron 101:1–9. 30522821 [PMID]

Keeley, S., Byrne, Á., Fenton, A., & Rinzel, J. (2019). Firing rate models for gamma oscillations. Journal of neurophysiology, 121(6), 2181-2190.

Keeley, S., Fenton, A.A., Rinzel, J. (2016). Modeling Fast and Slow Gamma Oscillations with Interneurons of Different Subtype. Journal of Neurophysiology. 27927782 [PMID].