IEEE

Solving Nonlinear Filtering Problems Using a Tensor Train Decomposition Method

Abstract: In this article, we propose an efficient numerical method to solve nonlinear filtering (NLF) problems. Specifically, we use the tensor train decomposition method to solve the forward ...
IEEE

Fusing Fuzzy Entropy With Gaussian and Exponential Membership Functions Outperforms Traditional Entropy Metrics in Monitoring the Depth of Anesthesia Using a Single Frontal EEG ...

Abstract: While entropy metrics derived from electroencephalography (EEG) have shown significant promise in monitoring the depth of anesthesia (DoA), the applicability of fuzzy entropy (FuzzEn) ...
GitHub

ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation

This code is based on Fairseq v0.6.2. Note that the summarization task requires a newer version, e.g. Fairseq v0.10.2, we will release this code soon. python3 -u ...
Forbes

The Entrepreneurial Equation: Problem-Solving, Perseverance And Personal Pillars

Traditionally, people in the business world laud entrepreneurs as visionaries—risk-takers, lone wolves with audacious ideas. Risk-taking, ambition and resilience are vital parts of becoming an ...
GitHub

Neural Eikonal Solver

$$\Vert \nabla_r T(\textbf{x}_s, \textbf{x}_r) \Vert = \frac{1}{v(\textbf{x}_r)}$$ $$\Vert \nabla_s T(\textbf{x}_s, \textbf{x}_r) \Vert = \frac{1}{v(\textbf{x}_s ...