no code implementations • 23 Sep 2022 • Adrien Doerig, Tim C Kietzmann, Emily Allen, Yihan Wu, Thomas Naselaris, Kendrick Kay, Ian Charest
Interpreting the meaning of a visual scene requires not only identification of its constituent objects, but also a rich semantic characterization of object interrelations.
2 code implementations • 15 May 2021 • Zijin Gu, Keith W. Jamison, Meenakshi Khosla, Emily J. Allen, Yihan Wu, Thomas Naselaris, Kendrick Kay, Mert R. Sabuncu, Amy Kuceyeski
NeuroGen combines an fMRI-trained neural encoding model of human vision with a deep generative network to synthesize images predicted to achieve a target pattern of macro-scale brain activation.
2 code implementations • 7 May 2020 • Ariel Rokem, Kendrick Kay
Ridge regression (RR) is a regularization technique that penalizes the L2-norm of the coefficients in linear regression.
no code implementations • NeurIPS 2008 • Vincent Q. Vu, Bin Yu, Thomas Naselaris, Kendrick Kay, Jack Gallant, Pradeep K. Ravikumar
We propose a novel hierarchical, nonlinear model that predicts brain activity in area V1 evoked by natural images.