101 citations · 225 across the 7 of their papers we have counts for
7 papers
Visual representations in the human brain are aligned with large language models
Adrien Doerig, Tim C Kietzmann, Emily Allen +4
The human brain extracts complex information from visual inputs, including objects, their spatial and semantic interrelations, and their interactions with the environment. However,…
The risk of bias in denoising methods
Kendrick Kay
Experimental datasets are growing rapidly in size, scope, and detail, but the value of these datasets is limited by unwanted measurement noise. It is therefore tempting to apply an…
NeuroGen: activation optimized image synthesis for discovery neuroscience
Zijin Gu, Keith W. Jamison, Meenakshi Khosla +6
Functional MRI (fMRI) is a powerful technique that has allowed us to characterize visual cortex responses to stimuli, yet such experiments are by nature constructed based on a prio…
Fractional ridge regression: a fast, interpretable reparameterization of ridge regression
Ariel Rokem, Kendrick Kay
Ridge regression (RR) is a regularization technique that penalizes the L2-norm of the coefficients in linear regression. One of the challenges of using RR is the need to set a hype…
Appreciating the variety of goals in computational neuroscience
Konrad P. Kording, Gunnar Blohm, Paul Schrater +1
Within computational neuroscience, informal interactions with modelers often reveal wildly divergent goals. In this opinion piece, we explicitly address the diversity of goals that…
Evaluating the accuracy of diffusion MRI models in white matter
Ariel Rokem, Jason D. Yeatman, Franco Pestilli +4
Models of diffusion MRI within a voxel are useful for making inferences about the properties of the tissue and inferring fiber orientation distribution used by tractography algorit…
Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models
Vincent Q. Vu, Pradeep Ravikumar, Thomas Naselaris +3
Functional MRI (fMRI) has become the most common method for investigating the human brain. However, fMRI data present some complications for statistical analysis and modeling. One…