Burkhart MC, Brandman DM, Franco B, Hochberg LR, Harrison MT.
"The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models." Neural Computation, vol. 32, no. 5, 2020, pp. 9691017.

Ott, Miles Q., Gile, Krista J., Harrison, Matthew T., Johnston, Lisa G., Hogan, Joseph W.
"Reduced bias for respondent‐driven sampling: accounting for non‐uniform edge sampling probabilities in people who inject drugs in Mauritius." Journal of the Royal Statistical Society: Series C (Applied Statistics), vol. 68, no. 5, 2019, pp. 14111429.

Winbourne JB, Harrison MT, Sullivan BW, AlvarezClare S, Lins SR, Martinelli L, Nasto M, Piotto D, Rolim S, Wong M, Porder S.
"A New Framework for Evaluating Estimates of Symbiotic Nitrogen Fixation in Forests." The American naturalist, vol. 192, no. 5, 2018, pp. 618629.

Kass RE, Amari SI, Arai K, Brown EN, Diekman CO, Diesmann M, Doiron B, Eden UT, Fairhall AL, Fiddyment GM, Fukai T, Grün S, Harrison MT, Helias M, Nakahara H, Teramae JN, Thomas PJ, Reimers M, Rodu J, Rotstein HG, SheaBrown E, Shimazaki H, Shinomoto S, Yu BM, Kramer MA.
"Computational Neuroscience: Mathematical and Statistical Perspectives." Annual review of statistics and its application, vol. 5, 2018, pp. 183214.

Brandman DM, Hosman T, Saab J, Burkhart MC, Shanahan BE, Ciancibello JG, Sarma AA, Milstein DJ, VargasIrwin CE, Franco B, Kelemen J, Blabe C, Murphy BA, Young DR, Willett FR, Pandarinath C, Stavisky SD, Kirsch RF, Walter BL, Bolu Ajiboye A, Cash SS, Eskandar EN, Miller JP, Sweet JA, Shenoy KV, Henderson JM, Jarosiewicz B, Harrison MT, Simeral JD, Hochberg LR.
"Rapid calibration of an intracortical braincomputer interface for people with tetraplegia." J. Neural Eng., vol. 15, no. 2, 2018, pp. 026007.

Brandman DM, Burkhart MC, Kelemen J, Franco B, Harrison MT, Hochberg LR.
"Robust ClosedLoop Control of a Cursor in a Person with Tetraplegia using Gaussian Process Regression." Neural Computation, vol. 30, no. 11, 2018, pp. 29863008.

Ott MQ, Harrison MT, Gile KJ, Barnett NP, Hogan JW.
"Fixed choice design and augmented fixed choice design for network data with missing observations." Biostatistics, vol. 20, no. 1, 2017, pp. 97110.

Miller JW, Harrison MT.
"Mixture models with a prior on the number of components." Journal of the American Statistical Association, vol. 113, no. 521, 2017, pp. 340356.

Amarasingham, Asohan, Geman, Stuart, Harrison, Matthew T.
"Ambiguity and nonidentifiability in the statistical analysis of neural codes." Proc Natl Acad Sci USA, 2015, pp. 201506400.

Harrison MT, Amarasingham A, Truccolo W.
"Spatiotemporal Conditional Inference and Hypothesis Tests for Neural Ensemble Spiking Precision." Neural Computation, vol. 27, no. 1, 2015, pp. 104150.

Homer, Mark L., Perge, Janos A., Black, Michael J., Harrison, Matthew T., Cash, Sydney S., Hochberg, Leigh R.
"Adaptive Offset Correction for Intracortical Brain–Computer Interfaces." IEEE Trans. Neural Syst. Rehabil. Eng., vol. 22, no. 2, 2014, pp. 239248.

Homer ML, Perge JA, Black MJ, Harrison MT, Cash SS, Hochberg LR.
"Adaptive offset correction for intracortical braincomputer interfaces." IEEE Trans. Neural Syst. Rehabil. Eng., vol. 22, no. 2, 2014, pp. 23948.

Truccolo, W., Ahmed, O. J., Harrison, M. T., Eskandar, E. N., Cosgrove, G. R., Madsen, J. R., Blum, A. S., Potter, N. S., Hochberg, L. R., Cash, S. S.
"Neuronal Ensemble Synchrony during Human Focal Seizures." Journal of Neuroscience, vol. 34, no. 30, 2014, pp. 99279944.

Truccolo, W., Ahmed, O. J., Harrison, M. T., Eskandar, E. N., Cosgrove, G. R., Madsen, J. R., Blum, A. S., Potter, N. S., Hochberg, L. R., Cash, S. S.
"Neuronal ensemble synchrony during human focal seizures." Journal of Neuroscience, vol. 34, no. 30, 2014, pp. 992744.

Harrison, Matthew T.
"Accelerated Spike Resampling for Accurate Multiple Testing Controls." Neural Computation, vol. 25, no. 2, 2013, pp. 418449.

Miller, Jeffrey W., Harrison, Matthew T.
"Exact sampling and counting for fixedmargin matrices." Ann. Statist., vol. 41, no. 3, 2013, pp. 15691592.

Homer, Mark L., Harrison, Matthew T., Black, Michael J., Perge, Janos A., Cash, Sydney S., Friehs, Gerhard, Hochberg, Leigh R.
"Mixing decoded cursor velocity and position from an offline Kalman filter improves cursor control in people with tetraplegia." 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER), 2013.

Harrison, M. T.
"Conservative hypothesis tests and confidence intervals using importance sampling." Biometrika, vol. 99, no. 1, 2012, pp. 5769.

Amarasingham, A., Harrison, M. T., Hatsopoulos, N. G., Geman, S.
"Conditional modeling and the jitter method of spike resampling." Journal of Neurophysiology, vol. 107, no. 2, 2011, pp. 517531.

Harrison, Matthew T., Geman, Stuart.
"A Rate and HistoryPreserving Resampling Algorithm for Neural Spike Trains." Neural Computation, vol. 21, no. 5, 2009, pp. 12441258.

Fujisawa, Shigeyoshi, Amarasingham, Asohan, Harrison, Matthew T, Buzsáki, György.
"Behaviordependent shortterm assembly dynamics in the medial prefrontal cortex." Nature Neuroscience, vol. 11, no. 7, 2008, pp. 823833.

Harrison, Matthew T., Kontoyiannis, Ioannis.
"Estimation of the Rate–Distortion Function." IEEE Trans. Inform. Theory, vol. 54, no. 8, 2008, pp. 37573762.

Harrison, Matthew T.
"The Generalized Asymptotic Equipartition Property: Necessary and Sufficient Conditions." IEEE Trans. Inform. Theory, vol. 54, no. 7, 2008, pp. 32113216.

Anderson B, Harrison M, Sheinberg DL.
"A multielectrode study of the inferotemporal cortex in the monkey: effects of grouping on spike rates and synchrony." NeuroReport, vol. 17, no. 4, 2006, pp. 407411.

Anderson, B., Harrison, M., Sheinberg, D. L.
"Neuronal synchrony and visual grouping: A multielectrode study in monkey IT." Journal of Vision, vol. 6, no. 6, 2006, pp. 6565.

Harrison, Matthew, Kontoyiannis, Ioannis.
"On Estimating the RateDistortion Function." 2006 IEEE International Symposium on Information Theory, 2006.

Amarasingham, A.
"Spike Count Reliability and the Poisson Hypothesis." Journal of Neuroscience, vol. 26, no. 3, 2006, pp. 801809.

Madiman, M., Harrison, M., Kontoyiannis, I.
"Minimum description length vs. maximum likelihood in lossy data compression." International Symposium onInformation Theory, 2004. ISIT 2004. Proceedings., 2004.

Hatsopoulos NG, Harrison MT, Donoghue JP.
"Representations based on neuronal interactions in motor cortex." Progress in brain research, vol. 130, 2001, pp. 23344.
