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Jonathan William Pillow

  • 2774 Citations
  • 25 h-Index
20002020
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Projects 2015 2020

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

Calcium
Imaging techniques

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

Research Output 2000 2019

Correction: The equivalence of information-theoretic and likelihood-based methods for neural dimensionality reduction (Plos Comput Biol, (2015), 11, 4, 10.1371/journal.pcbi.1004141)

Williamson, R. S., Sahani, M. & Pillow, J. W., Jun 2019, In : PLoS computational biology. 15, 6, e1007139.

Research output: Contribution to journal › Comment/debate

Open Access
Dimensionality Reduction
Likelihood
Typesetting
Equivalence
methodology

Dependent relevance determination for smooth and structured sparse regression

Wu, A., Koyejo, O. & Pillow, J., May 1 2019, In : Journal of Machine Learning Research. 20

Research output: Contribution to journal › Article

Regression
Laplace Approximation
Dependent
Monte Carlo Markov Chain
Convex Relaxation
2 Citations (Scopus)

Discrete Stepping and Nonlinear Ramping Dynamics Underlie Spiking Responses of LIP Neurons during Decision-Making

Zoltowski, D. M., Latimer, K. W., Yates, J. L., Huk, A. C. & Pillow, J. W., Jun 19 2019, In : Neuron. 102, 6, p. 1249-1258.e10

Research output: Contribution to journal › Article

Nonlinear Dynamics
Decision Making
Neurons

Error-correcting dynamics in visual working memory

Panichello, M. F., DePasquale, B., Pillow, J. W. & Buschman, T. J., Dec 1 2019, In : Nature communications. 10, 1, 3366.

Research output: Contribution to journal › Article

Open Access
Short-Term Memory
Data storage equipment
Noise
mnemonics
Cognition
1 Citation (Scopus)

Representational structure or task structure? Bias in neural representational similarity analysis and a Bayesian method for reducing bias

Cai, M. B., Schuck, N. W., Pillow, J. W. & Niv, Y., Jan 1 2019, In : PLoS computational biology. 15, 5, e1006299.

Research output: Contribution to journal › Article

Open Access
Bayes Theorem
Bayesian Methods
Bayesian theory
activity pattern
Signal-To-Noise Ratio