Early Exiting Predictive Coding Neural Networks for Edge AI

ArXi:2309.02022v2 Announce Type: replace-cross The Internet of Things is transforming various fields, with sensors increasingly embedded in wearables, smart buildings, and connected equipment. While deep learning enables valuable insights from IoT data, conventional models are too computationally demanding for resource-limited edge devices. Moreover, privacy concerns and real-time processing needs make local computation a necessity over cloud-based solutions.