Jonathan William Pillow

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2 Finished

The Application of Generalized Linear Models to Calcium Imaging Data for Optimal High-Dimensional Receptive Field Estimation and Identification of Latent Network Dynamics
Pillow, J. W.
NIH NIMH
10/1/17 → 9/27/20
Project: Research project
CAREER: Unlocking the Neural Code with Spikes, Currents and Conductances
Pillow, J. W.
NSF - National Science Foundation
6/1/15 → 8/31/17
Project: Research project

3530 Citations
26 h-Index
43 Article
20 Conference article
12 Conference contribution
3 Chapter
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Extracting the dynamics of behavior in sensory decision-making experiments
The International Brain Laboratory, Feb 17 2021, In: Neuron. 109, 4, p. 597-610.e6
Research output: Contribution to journal › Article › peer-review
1 Scopus citations
Neural anatomy and optical microscopy (NAOMi) simulation for evaluating calcium imaging methods
Song, A., Gauthier, J. L., Pillow, J. W., Tank, D. W. & Charles, A. S., Jul 1 2021, In: Journal of Neuroscience Methods. 358, 109173.
Research output: Contribution to journal › Article › peer-review
A general recurrent state space framework for modeling neural dynamics during decision-making
Zoltowski, D. M., Pillow, J. W. & Linderman, S. W., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 11616-11627 12 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-15).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A simple linear readout of MT supports motion direction-discrimination performance
Yates, J. L., Katz, L. N., Levi, A. J., Pillow, J. W. & Huk, A. C., Feb 2020, In: Journal of neurophysiology. 123, 2, p. 682-694 13 p.
Research output: Contribution to journal › Article › peer-review
1 Scopus citations
Author Correction: Unsupervised identification of the internal states that shape natural behavior (Nature Neuroscience, (2019), 22, 12, (2040-2049), 10.1038/s41593-019-0533-x)
Calhoun, A. J., Pillow, J. W. & Murthy, M., Feb 1 2020, In: Nature neuroscience. 23, 2, p. 293 1 p.
Research output: Contribution to journal › Comment/debate › peer-review

Open Access
1 Scopus citations

Jonathan William Pillow

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The Application of Generalized Linear Models to Calcium Imaging Data for Optimal High-Dimensional Receptive Field Estimation and Identification of Latent Network Dynamics

CAREER: Unlocking the Neural Code with Spikes, Currents and Conductances

Research output

Extracting the dynamics of behavior in sensory decision-making experiments

Neural anatomy and optical microscopy (NAOMi) simulation for evaluating calcium imaging methods

A general recurrent state space framework for modeling neural dynamics during decision-making

A simple linear readout of MT supports motion direction-discrimination performance

Author Correction: Unsupervised identification of the internal states that shape natural behavior (Nature Neuroscience, (2019), 22, 12, (2040-2049), 10.1038/s41593-019-0533-x)