155 citations · 571 across the 19 of their papers we have counts for
20 papers
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
The Work Disability Functional Assessment Battery (WD-FAB) is a multidimensional item response theory (IRT) instrument designed for assessing work-related mental and physical funct…
Probabilistically-autoencoded horseshoe-disentangled multidomain item-response theory models
Joshua C. Chang, Shashaank Vattikuti, Carson C. Chow
Item response theory (IRT) is a non-linear generative probabilistic paradigm for using exams to identify, quantify, and compare latent traits of individuals, relative to their peer…
Before and beyond the Wilson-Cowan equations
Carson C. Chow, Yahya Karimipanah
The Wilson-Cowan equations represent a landmark in the history of computational neuroscience. Among the insights Wilson and Cowan offered for neuroscience, they crystallized an app…
Multi-scale variability in neuronal competition
Benjamin P Cohen, Carson C Chow, Shashaank Vattikuti
We examine whether a single biophysical cortical circuit model can explain both spiking and perceptual variability. We consider perceptual rivalry, which provides a window into int…
The Universality of Cancer
Carson C. Chow, Yanjun Li, Vipul Periwal
Cancer has been characterized as a constellation of hundreds of diseases differing in underlying mutations and depending on cellular environments. Carcinogenesis as a stochastic ph…
Generalized activity equations for spiking neural network dynamics
Michael A. Buice, Carson C. Chow
Much progress has been made in uncovering the computational capabilities of spiking neural networks. However, spiking neurons will always be more expensive to simulate compared to…