Publications
Journal Publications
D. H. Johnson and I. N. Goodman,
"Inferring the Capacity of the Vector Poisson Channel with a Bernoulli Model,"
To appear in Network: Computation in Neural Systems, 2008.
Refereed Conference Publications
I. N. Goodman and D. H. Johnson,
"Information theoretic bounds on the effectiveness of neural prosthetics,"
CNS*07 oral presentation. Extended abstract in BMC Neuroscience 2007, 8(Suppl 2):S8.
D. H. Johnson and I. N. Goodman,
"Capacity of Populations: Implications for Neural Prosthetics,"
COSYNE 2007.
C. J. Rozell, I. N. Goodman and D. H. Johnson,
"Feature-Based Information Processing With Selective Attention,"
Proceedings of ICASSP, May 2006.
I. N. Goodman and D. H. Johnson,
"Orthogonal Decompositions of Multivariate Statistical Dependence Measures,"
Proceedings of ICASSP, May 2004.
I. N. Goodman and D. H. Johnson,
"New multivariate dependence measures and applications to neural ensembles,"
Proceedings of the 2003 IEEE Workshop on Statistical Signal Processing, September 2003.
Other Reports, Talks, and Unpublished Abstracts
D. H. Johnson and I. N. Goodman,
"Information Theoretic Analysis of the Effectiveness of Neural Prosthetics,"
Invited talk, CNS*07 Workshop on Neuro-Machine Interfaces, July 2007.
D. H. Johnson and I. N. Goodman,
"Correlations in Populations: Information-Theoretic Limits,"
Invited talk, Cosyne Workshop on Population Correlations. February 2007.
D. H. Johnson, C. J. Rozell, and I. N. Goodman,
"Information theory and neuroscience: A tutorial,"
Invited talk, Gulf Coast Consortium Conference on Theoretical & Computational Neuroscience, Houston, TX, November 2006.
I. N. Goodman and D. H. Johnson,
"A Rate-Distortion Approach to Selective Attention,"
October 2006.
I. N. Goodman and D. H. Johnson,
"Multivariate Dependence and the Sarmanov-Lancaster Expansion,"
April, 2005.
I. N. Goodman,
"Analyzing Statistical Dependencies in Neural Populations,"
MS Thesis, January 2005.
I. N. Goodman,
"Multivariate Dependence Measures With Applications to Neural Ensembles,"
ELEC599 Project Report, April 2003.