Publications

C. Huang, D. A. Ruff, R. Pyle, R. Rosenbaum, M. R. Cohen, and B. Doiron

Circuit Models of Low-Dimensional Shared Variability in Cortical Networks

Neuron 101 337-348.e4 (2019)

10.1016/j.neuron.2018.11.034

A. T. Mok, T. Wang, F. Xia, C. Wu, and C. Xu

Simultaneous Two- and Three-photon Imaging of Multilayer Neural Activities with Remote Focusing

Conference on Lasers and Electro-Optics (2019)

10.1364/cleo_at.2019.am1i.5

Machine learning in resting-state fMRI analysis

arXiv (2018)

Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels

32nd Conference on Neural Information Processing Systems (NeurIPS 2018) (2018)

C. Tozlu, D. Edwards, A. Boes, D. Labar, K. Z. Tsagaris, J. Silverstein, H. P. Lane, M. R. Sabuncu, C. Liu, and A. Kuceyeski

Predicting response to motor therapy in chronic stroke patients using Machine Learning

(2018)

10.1101/457416

Interferometric spatial frequency modulation imaging

Optics Letters (2018)

N. Worts, J. Field, R. Bartels, J. Jones, J. Broderick, and J. Squier

Interferometric spatial frequency modulation imaging

Optics Letters 43 5351 (2018)

10.1364/ol.43.005351

G. W. Lindsay, and K. D. Miller

How biological attention mechanisms improve task performance in a large-scale visual system model

eLife 7 (2018)

10.7554/elife.38105

C. Pandarinath, D. J. O’Shea, J. Collins, R. Jozefowicz, S. D. Stavisky, J. C. Kao, E. M. Trautmann, M. T. Kaufman, S. I. Ryu, L. R. Hochberg, J. M. Henderson, K. V. Shenoy, L. F. Abbott, and D. Sussillo

Inferring single-trial neural population dynamics using sequential auto-encoders

Nature Methods 15 805-815 (2018)

10.1038/s41592-018-0109-9