Mattia Orlandi

According to our database, Mattia Orlandi authored at least 14 papers between 2022 and 2025.

Collaborative distances:

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

2025

WaveFormer: A Lightweight Transformer Model for sEMG-based Gesture Recognition.

Yanlong Chen, Mattia Orlandi, Pierangelo Maria Rapa, Simone Benatti, Luca Benini, Yawei Li

CoRR, June, 2025

PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation.

Yanlong Chen, Mattia Orlandi, Pierangelo Maria Rapa, Simone Benatti, Luca Benini, Yawei Li

CoRR, June, 2025

EMG Acquisition and Processing for Hand Movement Decoding on Embedded Systems: State of the Art and Challenges.

Simone Benatti, Elisa Donati, Ali Moin, Marcello Zanghieri, Mattia Orlandi, Alessio Burrello, Fiorenzo Artoni, Silvestro Micera, Luca Benini, Jan M. Rabaey

Proc. IEEE, March, 2025

Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing.

Mattia Sinigaglia, Amirhossein Kiamarzi, Marco Bertuletti, Luigi Ghionda, Mattia Orlandi, Riccardo Tedeschi, Aurora Di Giampietro, Yvan Tortorella, Luca Bertaccini, Simone Benatti, Giuseppe Tagliavini, Luca Benini, Francesco Conti, Davide Rossi

CoRR, March, 2025

2024

sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller.

Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi, Elisa Donati, Luca Benini, Simone Benatti

IEEE Trans. Biomed. Circuits Syst., August, 2024

Real-Time Motor Unit Tracking From sEMG Signals With Adaptive ICA on a Parallel Ultra-Low Power Processor.

Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti

IEEE Trans. Biomed. Circuits Syst., August, 2024

Balancing Accuracy and Energy Efficiency on Ultra-Law-Power Platforms for ECG Analysis.

Benedetta Mazzoni, Luca Bompani, Mattia Orlandi, Simone Benatti, Giuseppe Tagliavini

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

Wearable High-Density sEMG Processing with Class Activation Maps with an Embedded Temporal Convolutional Network.

Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi, Étienne Buteau, Félix Chamberland, Benoit Gosselin, Luca Benini, Simone Benatti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024

Embedded Multi-Sensor Smartwatch for Computationally Intensive Biosignal Processing.

Pierangelo Maria Rapa, Mattia Orlandi, Marcello Zanghieri, Luca Benini, Simone Benatti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024

Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs.

Pierangelo Maria Rapa, Mattia Orlandi, Andrea Amidei, Alessio Burrello, Roberto Rabbeni, Paolo Pavan, Luca Benini, Simone Benatti

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller.

Marcello Zanghieri, Mattia Orlandi, Elisa Donati, Emanuele Gruppioni, Luca Benini, Simone Benatti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor.

Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022

Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition.

Mattia Orlandi, Marcello Zanghieri, Pasquale Davide Schiavone, Elisa Donati, Francesco Conti, Simone Benatti

Proceedings of the Advances in System-Integrated Intelligence, 2022

sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor.

Mattia Orlandi, Marcello Zanghieri, Victor Javier Kartsch Morinigo, Francesco Conti, Pasquale Davide Schiavone, Luca Benini, Simone Benatti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022