Harmonic AI, an artificial intelligence startup co-founded by Robinhood Markets Inc. Chief Executive Vlad Tenev, has raised ...

Some numbers are so unimaginably large that they defy the bounds of modern mathematics, and now mathematicians are closing in ...

Continuous piecewise affine (PWA) functions arise in many aspects of control. For this kind of function, we propose the minimal conjunctive normal expression (CNE). The CNE can be expressed as the ...

The graph below shows the total number of publications each year in Optimal Control and Error Analysis in Partial Differential Equations.

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This brief studies the complete stability of neural networks with nonmonotonic piecewise linear activation functions. By applying the fixed-point theorem and the eigenvalue properties of the strict ...

ParGNN: A Scalable Graph Neural Network Training Framework on multi-GPUs ParGNN is accepted by DAC 2025. ParGNN, an efficient full-batch training system for GNNs, which adopts a profiler-guided ...

Vertices of each graph component corresponding to the frames shown in A are indicated by color. Bottom: The corresponding super segmentation components are reproduced in the frames below each graph ...