Refereed Conference Proceedings
  • F. Wood and T. L. Griffiths. Particle filtering for non-parametric Bayesian matrix factorization. In Advances in Neural Information Processing Systems, 1513-1520,2006. PDF
  • F. Wood, S. Goldwater, and M. J. Black. A non-parametric Bayesian approach to spike sorting. In Proceedings of the 28th IEEE Conference on Engineering in Medicine and Biologicial Systems, pages 1165-1169, 2006. PDF
  • F. Wood, T. L. Griffiths, and Z. Ghahramani. A non-parametric Bayesian method for inferring hidden causes . In Proceeding of the 22nd Conference on Uncertainty in Artificial Intelligence. pages 536-543, 2006. PDF
  • S. P. Kim, F. Wood, and M. J. Black. Statistical analysis of the non-stationarity of neural population codes . In The First IEEE / RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics. pages 259-299, 2006.
  • F. Wood, S. Roth, and M. J. Black. Modeling neural population spiking activity with Gibbs distributions . In Advances in Neural Information Processing Systems, 2005. PDF
  • F. Wood, Prabhat, J. P. Donoghue, and M. J. Black. Inferring attentional state and kinematics from motor cortical firing rates . In Proceedings of the 27th IEEE Conference on Engineering in Medicine and Biologicial Systems, pages 149-152, 2005. PDF
  • F. Wood, M. Fellows, J. P. Donoghue, and M. J. Black. Automatic spike sorting for neural decoding . In Proceedings of the 26th IEEE Conference on Engineering in Medicine and Biologicial Systems, pages 4126-4129, 2004. PDF
Technical Reports
  • F. Wood, D. H. Grollman, K, A. Heller, O. C. Jenkins, and M. J. Black. Incremental Nonparametric Bayesian Regression Brown University Dept. Computer Science Technical Report CS-08-07, 2008 PDF
Journal Publications
  • F. Wood, and M. J. Black A Nonparametric Bayesian Alternative to Spike Sorting Journal of Neuroscience Methods, 173:1-12, 2008. PDF preprint
  • D. H. Grollman, O. C. Jenkins, and F. Wood. Discovering natural kinds of robot sensory experiences in unstructured environments. Journal of Field Robotics, 23(11-12):1077-1089, 2006 PDF preprint
  • F. Wood, M. Fellows, C. Vargas-Irwin, M. J. Black, and J. P. Donoghue. On the variability of manual spike sorting . IEEE Transactions in Biomedical Engineering, 51:912-918, 2004. PDF
  • F. Wood, D. Brown, B. Amidon, J. Alferness, B. Joseph, R. E. Gillilan, and C. Faerman. Windowing and telecollaboration for virtual reality with applications to the study of a tropical disease . IEEE Computer Graphics and Applications, 16:72-78, 1996.
  • R. E. Gillilan and F. Wood. Visualization, virtual reality, and animation within the data flow model of computing . Computer Graphics, 29:55-58, 1995.
Workshop Publications
  • F. Wood and Y.W. Teh A Hierarchical, Hierarchical Pitman Yor Process Language Model In ICML/UAI Nonparametric Bayes Workshop, 2008. PDF
  • D. H. Grollman, O. C. Jenkins, and F. Wood. Discovering natural kinds of robot sensory experiences in unstructured environments. In Advances in Neural Information Processing Systems Workshop on Machine Learning Based Robotics in Unstructured Environments, 2005.
Posters
  • P. Berkes, J. Pillow, F. Wood Characterizing neural dependencies with Poisson copula models Cosyne, 2008. PDF