Carson C. Chow

According to our database, Carson C. Chow authored at least 30 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Gradient-flow adaptive importance sampling for Bayesian leave one out cross-validation for sigmoidal classification models.

Joshua C. Chang, Xiangting Li, Shixin Xu, Hao-Ren Yao, Julia Porcino, Carson C. Chow

CoRR, 2024

2023

Interpretable (not just posthoc-explainable) heterogeneous survivor bias-corrected treatment effects for assignment of postdischarge interventions to prevent readmissions.

Hongjing Xia, Joshua C. Chang, Sarah Nowak, Sonya Mahajan, Rohit Mahajan, Ted L. Chang, Carson C. Chow

CoRR, 2023

Interpretable (not just posthoc-explainable) heterogeneous survivors bias-corrected treatment effects for assignment of postdischarge interventions to prevent readmissions.

Hongjing Xia, Joshua C. Chang, Sarah Nowak, Sonya Mahajan, Rohit Mahajan, Ted L. Chang, Carson C. Chow

Proceedings of the Machine Learning for Healthcare Conference, 2023

Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery.

Joshua C. Chang, Carson C. Chow, Julia Porcino

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Interpretable (not just posthoc-explainable) medical claims modeling for discharge placement to prevent avoidable all-cause readmissions or death.

Joshua C. Chang, Ted L. Chang, Carson C. Chow, Rohit Mahajan, Sonya Mahajan, Shashaank Vattikuti, Hongjing Xia

CoRR, 2022

2021

Training Spiking Neural Networks in the Strong Coupling Regime.

Christopher M. Kim, Carson C. Chow

Neural Comput., 2021

Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization.

Joshua C. Chang, Patrick Fletcher, Jungmin Han, Ted L. Chang, Shashaank Vattikuti, Bart Desmet, Ayah Zirikly, Carson C. Chow

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

A mathematical model for persistent post-CSD vasoconstriction.

Shixin Xu, Joshua C. Chang, Carson C. Chow, K. C. Brennan, Huaxiong Huang

PLoS Comput. Biol., 2020

2019

Probabilistically-autoencoded horseshoe-disentangled multidomain item-response theory models.

Joshua C. Chang, Shashaank Vattikuti, Carson C. Chow

CoRR, 2019

2016

Canonical Cortical Circuit Model Explains Rivalry, Intermittent Rivalry, and Rivalry Memory.

Shashaank Vattikuti, Phyllis Thangaraj, Hua W. Xie, Stephen J. Gotts, Alex Martin, Carson C. Chow

PLoS Comput. Biol., 2016

2015

Kinetically-Defined Component Actions in Gene Repression.

Carson C. Chow, Kelsey K. Finn, Geoffery B. Storchan, Xinping Lu, Xiaoyan Sheng, S. Stoney Simons Jr.

PLoS Comput. Biol., 2015

2013

Dynamic Finite Size Effects in Spiking Neural Networks.

Michael A. Buice, Carson C. Chow

PLoS Comput. Biol., 2013

Generalized activity equations for spiking neural network dynamics.

Michael A. Buice, Carson C. Chow

Frontiers Comput. Neurosci., 2013

2010

Systematic Fluctuation Expansion for Neural Network Activity Equations.

Michael A. Buice, Jack D. Cowan, Carson C. Chow

Neural Comput., 2010

2009

Competition Between Transients in the Rate of Approach to a Fixed Point.

Judy Day, Jonathan E. Rubin, Carson C. Chow

SIAM J. Appl. Dyn. Syst., 2009

A linear code parameter search algorithm with applications to immunology.

Gregory M. Constantine, John Bartels, Carson C. Chow, Gilles Clermont, Yoram Vodovotz

Comput. Optim. Appl., 2009

2008

The Dynamics of Human Body Weight Change.

Carson C. Chow, Kevin D. Hall

PLoS Comput. Biol., 2008

2007

Multiple scale analysis.

Carson C. Chow

Scholarpedia, 2007

Stochastic Dynamics of a Finite-Size Spiking Neural Network.

Hédi Soula, Carson C. Chow

Neural Comput., 2007

2006

Existence and Wandering of Bumps in a Spiking Neural Network Model.

Carson C. Chow, Stephen Coombes

SIAM J. Appl. Dyn. Syst., 2006

2005

Existence and Stability of Standing Pulses in Neural Networks: II. Stability.

Yixin Guo, Carson C. Chow

SIAM J. Appl. Dyn. Syst., 2005

Existence and Stability of Standing Pulses in Neural Networks: I. Existence.

Yixin Guo, Carson C. Chow

SIAM J. Appl. Dyn. Syst., 2005

2002

A Spiking Neuron Model for Binocular Rivalry.

Carlo R. Laing, Carson C. Chow

J. Comput. Neurosci., 2002

2001

Stationary Bumps in Networks of Spiking Neurons.

Carlo R. Laing, Carson C. Chow

Neural Comput., 2001

Localized Bumps of Activity Sustained by Inhibition in a Two-Layer Thalamic Network.

Jonathan E. Rubin, David Terman, Carson C. Chow

J. Comput. Neurosci., 2001

Turning On and Off with Excitation: The Role of Spike-Timing Asynchrony and Synchrony in Sustained Neural Activity.

Boris S. Gutkin, Carlo R. Laing, Carol L. Colby, Carson C. Chow, Bard Ermentrout

J. Comput. Neurosci., 2001

2000

Dynamics of Spiking Neurons with Electrical Coupling.

Carson C. Chow, Nancy Kopell

Neural Comput., 2000

Effect of correlations on signal transmission in a population of spiking neurons.

Mona Spiridon, Carson C. Chow, Wulfram Gerstner

Neurocomputing, 2000

1998

Synchronization and Oscillatory Dynamics in Heterogeneous, Mutually Inhibited Neurons.

John A. White, Carson C. Chow, Jason Ritt, Cristina Soto-Treviño, Nancy Kopell

J. Comput. Neurosci., 1998

Frequency Control in Synchronized Networks of Inhibitory Neurons.

Carson C. Chow, John A. White, Jason Ritt, Nancy Kopell

J. Comput. Neurosci., 1998