How a NPU programming model can boost the ability to port new models onto state-of-the-art embedded silicon.

A minimalistic and customizable graph card for Home Assistant Lovelace UI. The card works with entities from within the sensor & binary_sensor domain and displays the sensors current state as well as ...

Abstract: Subgraph matching (or subgraph isomorphism) aims to find all isomorphic embeddings of a query graph in a data graph, while in real scenarios, the graph data such as social networks are ...

Abstract: We consider deep neural networks (DNNs) with a Lipschitz continuous activation function and with weight matrices of variable widths. We establish a uniform convergence analysis framework in ...