Search Results for author: Ming Bo Cai

Found 4 papers, 1 papers with code

Learning 3D object-centric representation through prediction

no code implementations6 Mar 2024 John Day, Tushar Arora, Jirui Liu, Li Erran Li, Ming Bo Cai

As part of human core knowledge, the representation of objects is the building block of mental representation that supports high-level concepts and symbolic reasoning.

Object

Incorporating structured assumptions with probabilistic graphical models in fMRI data analysis

no code implementations11 May 2020 Ming Bo Cai, Michael Shvartsman, Anqi Wu, Hejia Zhang, Xia Zhu

With the wide adoption of functional magnetic resonance imaging (fMRI) by cognitive neuroscience researchers, large volumes of brain imaging data have been accumulated in recent years.

A Bayesian method for reducing bias in neural representational similarity analysis

1 code implementation NeurIPS 2016 Ming Bo Cai, Nicolas W. Schuck, Jonathan W. Pillow, Yael Niv

We show that this approach translates structured noise from estimated patterns into spurious bias structure in the resulting similarity matrix, which is especially severe when signal-to-noise ratio is low and experimental conditions cannot be fully randomized in a cognitive task.

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