Alessandro Cerioli

According to our database, Alessandro Cerioli authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Efficient Detection of Microplastics on Edge Devices With Tailored Compiler for TinyML Applications.

Alessandro Cerioli, Lorenzo Petrosino, Daniele Sasso, Clément Laroche, Tobias Piechowiak, Luca Pezzarossa, Mario Merone, Luca Vollero, Anna Sabatini

IEEE Access, 2025

Neural Architecture Search for Efficient Mixed-Precision Quantization in Audio Denoising.

Alessandro Cerioli, Clément Laroche, Tobias Piechowiak, Luca Pezzarossa, Martin Schoeberl

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2025

Time-Predictable Deep Noise Suppression on an Edge Device.

Alessandro Cerioli, Tórur Biskopstø Strøm, Clément Laroche, Tobias Piechowiak, Luca Pezzarossa, Martin Schoeberl

Proceedings of the 27th IEEE International Symposium on Real-Time Distributed Computing, 2025

2024

Towards a tailored mixed-precision sub-8-bit quantization scheme for Gated Recurrent Units using Genetic Algorithms.

Riccardo Miccini, Alessandro Cerioli, Clément Laroche, Tobias Piechowiak, Jens Sparsø, Luca Pezzarossa

CoRR, 2024

NeuralCasting: A Front-End Compilation Infrastructure for Neural Networks.

Alessandro Cerioli, Riccardo Miccini, Clément Laroche, Tobias Piechowiak, Luca Pezzarossa, Jens Sparsø, Martin Schoeberl

Proceedings of the 11th International Conference on Internet of Things: Systems, 2024