PaPaGei is the first open foundation model for PPG signals. It is pre-trained on over 57,000 hours of 20 million unlabeled PPG segments, exclusively using publicly available datasets.

In this letter, a novel hybrid motion optimization framework is proposed for a humanoid upper-body robot with two 7-DOF arms and a 2-DOF waist, to flexibly and safely carry objects in constrained and ...

Fast-forward to today, and another hybrid system is in place. Critics may scoff at the repetition of the model, but its orientation is starkly different.

Abstract: This paper describes a fresh IDS framework that utilizes CNN and BiGRU and Multi-Head Attention techniques to develop an improved deep learning approach for network protection from changing ...