One-hot Generalized Linear Model for Switching Brain State Discovery

no code implementations • 23 Oct 2023 • Chengrui Li, Soon Ho Kim, Chris Rodgers, Hannah Choi, Anqi Wu

We introduce both a Gaussian prior and a one-hot prior over the GLM in each state.

Active Sensing with Predictive Coding and Uncertainty Minimization

1 code implementation • 2 Jul 2023 • Abdelrahman Sharafeldin, Nabil Imam, Hannah Choi

We present an end-to-end procedure for embodied exploration inspired by two biological computations: predictive coding and uncertainty minimization.

Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability

1 code implementation • 10 Mar 2023 • Amir Sadikov, Xinlei Pan, Hannah Choi, Lanya T. Cai, Pratik Mukherjee

Swin UNeTR enables rapid diffusion MRI with unprecedented accuracy and reliability, especially for probing biological tissues for scientific and clinical applications.

Denoising Super-Resolution