Foto del docente

Mattia Orlandi

PhD Student

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Research fellow

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Teaching tutor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: ING-INF/05 Information Processing Systems

Publications

Mazzoni, Benedetta; Bompani, Luca; Orlandi, Mattia; Benatti, Simone; Tagliavini, Giuseppe, Balancing Accuracy and Energy Efficiency on Ultra-Low-Power Platforms for ECG Analysis, in: 2024 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 6 (atti di: 2024 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2024, Londra (Regno Unito), 2024) [Contribution to conference proceedings]

Rapa, P. M.; Orlandi, M.; Amidei, A.; Burrello, A.; Rabbeni, R.; Pavan, P.; Benini, L.; Benatti, S., Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs, in: 2024 IEEE 6th International Conference on AI Circuits and Systems, AICAS 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 124 - 128 (atti di: 6th IEEE International Conference on AI Circuits and Systems, AICAS 2024, Abu Dhabi, United Arab Emirates, 22-25 April 2024) [Contribution to conference proceedings]

Rapa, Pierangelo M.; Orlandi, Mattia; Zanghieri, Marcello; Benini, Luca; Benatti, Simone, Embedded Multi-Sensor Smartwatch for Computationally Intensive Biosignal Processing, in: 2024 IEEE Biomedical Circuits and Systems Conference, BioCAS 2024, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 5 (atti di: 2024 IEEE Biomedical Circuits and Systems Conference, BioCAS 2024, Xi'an, China, 24-26 October 2024) [Contribution to conference proceedings]

Zanghieri, Marcello; Rapa, Pierangelo Maria; Orlandi, Mattia; Donati, Elisa; Benini, Luca; Benatti, Simone, Event-based Estimation of Hand Forces from High-Density Surface EMG on a Parallel Ultra-Low-Power Microcontroller, «IEEE SENSORS JOURNAL», 2024, 1, Article number: 10422755 , pp. 1 - 10 [Scientific article]Open Access

Orlandi, Mattia; Rapa, Pierangelo Maria; Zanghieri, Marcello; Frey, Sebastian; Kartsch, Victor; Benini, Luca; Benatti, Simone, Real-Time Motor Unit Tracking from sEMG Signals with Adaptive ICA on a Parallel Ultra-Low Power Processor, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2024, PP, pp. 1 - 12 [Scientific article]

Zanghieri, Marcello; Rapa, Pierangelo Maria; Orlandi, Mattia; Donati, Elisa; Benini, Luca; Benatti, Simone, sEMG-driven Hand Dynamics Estimation with Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2024, 1, pp. 1 - 11 [Scientific article]

Zanghieri, Marcello; Rapa, Pierangelo M.; Orlandi, Mattia; Buteau, Étienne; Chamberland, Félix; Gosselin, Benoit; Benini, Luca; Benatti, Simone, Wearable High-Density sEMG Processing with Class Activation Maps with an Embedded Temporal Convolutional Network, in: 2024 IEEE Biomedical Circuits and Systems Conference, BioCAS 2024, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 5 (atti di: 2024 IEEE Biomedical Circuits and Systems Conference, BioCAS 2024, Xi'an, China, 24-26 October 2024) [Contribution to conference proceedings]

Orlandi, Mattia; Rapa, Pierangelo Maria; Zanghieri, Marcello; Frey, Sebastian; Kartsch, Victor; Benini, Luca; Benatti, Simone, An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor, in: IEEE BioCAS Conference Proceedings 2023, 2023, pp. 1 - 5 (atti di: IEEE BioCAS Conference 2023, Toronto (CA), 19-21 October 2023) [Contribution to conference proceedings]

Zanghieri, Marcello; Orlandi, Mattia; Donati, Elisa; Gruppioni, Emanuele; Benini, Luca; Benatti, Simone, Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller, in: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023, pp. 1 - 5 (atti di: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), Toronto, ON, Canada, 19-21 October 2023) [Contribution to conference proceedings]

Mattia Orlandi, Marcello Zanghieri, Davide Schiavone, Elisa Donati, Francesco Conti, Simone Benatti, Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition, in: SYSINT 2022: Advances in System-Integrated Intelligence, Springer, 2022, pp. 518 - 529 (atti di: SYSINT 2022, Genova (IT), 7-9 September 2022) [Contribution to conference proceedings]

Mattia Orlandi, Marcello Zanghieri, Victor Javier Kartsch Morinigo, Francesco Conti, Davide Schiavone, Luca Benini, Simone Benatti, sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor. In: Biomedical Circuits and Systems, in: IEEE BioCAS Conference Proceedings 2022, 2022, pp. 704 - 708 (atti di: IEEE BioCAS Conference 2022, Taipei (TW), 13-15 October 2022) [Contribution to conference proceedings]

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