- Refereed Conference Proceedings
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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
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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
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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
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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.
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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
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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
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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
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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
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F. Wood, and M. J. Black A Nonparametric Bayesian Alternative to
Spike Sorting Journal of Neuroscience Methods, 173:1-12, 2008. PDF preprint
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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
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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
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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.
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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
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F. Wood and Y.W. Teh A Hierarchical, Hierarchical Pitman Yor Process Language Model In ICML/UAI Nonparametric Bayes Workshop, 2008. PDF
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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
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P. Berkes, J. Pillow, F. Wood Characterizing neural dependencies with Poisson copula models Cosyne, 2008. PDF