Dynamic Early Exiting Predictive Coding Neural Networks

no code implementations • 5 Sep 2023 • Alaa Zniber, Ouassim Karrakchou, Mounir Ghogho

Internet of Things (IoT) sensors are nowadays heavily utilized in various real-world applications ranging from wearables to smart buildings passing by agrotechnology and health monitoring.

Image Classification

Dynamic nsNet2: Efficient Deep Noise Suppression with Early Exiting

no code implementations • 31 Aug 2023 • Riccardo Miccini, Alaa Zniber, Clément Laroche, Tobias Piechowiak, Martin Schoeberl, Luca Pezzarossa, Ouassim Karrakchou, Jens Sparsø, Mounir Ghogho

Although deep learning has made strides in the field of deep noise suppression, leveraging deep architectures on resource-constrained devices still proved challenging.