Michele Magno

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 250

Top Venues

CoRR

IWASI

SAS

IEEE Trans. Instrum. Meas.

Publications

Tian Yi Lim, Edoardo Ghignone, Nicolas Baumann, Michele Magno
Robustness Evaluation of Localization Techniques for Autonomous Racing. CoRR (2024)
Philipp Mayer, Michele Magno, Luca Benini
Self-Sustaining Ultrawideband Positioning System for Event-Driven Indoor Localization. IEEE Internet Things J. 11 (1) (2024)
Haotong Qin, Xudong Ma, Xingyu Zheng, Xiaoyang Li, Yang Zhang, Shouda Liu, Jie Luo, Xianglong Liu, Michele Magno
Accurate LoRA-Finetuning Quantization of LLMs via Information Retention. CoRR (2024)
Wei Huang, Yangdong Liu, Haotong Qin, Ying Li, Shiming Zhang, Xianglong Liu, Michele Magno, Xiaojuan Qi
BiLLM: Pushing the Limit of Post-Training Quantization for LLMs. CoRR (2024)
Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz, Michele Magno
Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey. CoRR (2024)
Sergei Vostrikov, Thorir Mar Ingolfsson, Soley Hafthorsdottir, Christoph Leitner, Michele Magno, Luca Benini, Andrea Cossettini
A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation. IEEE Trans. Instrum. Meas. 73 (2024)
Lukas Schulthess, Tiago Salzmann, Christian Vogt, Michele Magno
A LoRa-based Energy-efficient Sensing System for Urban Data Collection. IWASI (2023)
Pietro Bonazzi, Thomas Rüegg, Sizhen Bian, Yawei Li, Michele Magno
TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision In-Sensor for Gaze Estimation. SENSORS (2023)
Edoardo Ghignone, Nicolas Baumann, Michele Magno
TC-Driver: A Trajectory Conditioned Reinforcement Learning Approach to Zero-Shot Autonomous Racing. Field Robotics 3 (1) (2023)
Jonas Kühne, Michele Magno, Luca Benini
A Fast and Accurate Optical Flow Camera for Resource-Constrained Edge Applications. IWASI (2023)
Philipp Schilk, Niccolò Polvani, Andrea Ronco, Milos Cernak, Michele Magno
Demo Abstract: In-Ear-Voice - Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms. IoTDI (2023)
Carl Friess, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
Fully Onboard SLAM for Distributed Mapping with a Swarm of Nano-Drones. CoRR (2023)
Silvano Cortesi, Christian Vogt, Elio Reinschmidt, Michele Magno
Latency and Power Consumption in 2.4GHz IoT Wireless Mesh Nodes: An Experimental Evaluation of Bluetooth Mesh and Wirepas Mesh. WiMob (2023)
Sizhen Bian, Bo Zhou, Paul Lukowicz, Mengxi Liu, Michele Magno, Kexuan Guo
3D Hand Tracking with Induced Magnetic Field. PerCom Workshops (2023)
Sizhen Bian, Alexander Rupp, Michele Magno
Fully Automatic Gym Exercises Recording: An IoT Solution. CoRR (2023)
Tommaso Polonelli, Amirhossein Moallemi, Weikang Kong, Hanna Müller, Julien Deparday, Michele Magno, Luca Benini
A Self-Sustainable and Micro-Second Time Synchronized Multi-Node Wireless System for Aerodynamic Monitoring on Wind Turbines. IEEE Access 11 (2023)
Amélie Gruel, Jean Martinet, Michele Magno
Simultaneous neuromorphic selection of multiple salient objects for event vision. IJCNN (2023)
Pascal Bleuler, Tommaso Polonelli, Yu Xiao, Benjamin Stadler, Lorenz Gallina, Hannah Kirchner, Michele Magno, Christian M. Franck
A Unified Sensor Platform for Investigating Corona Effects on Overhead Lines. IEEE Trans. Instrum. Meas. 72 (2023)
Philipp Schilk, Niccolò Polvani, Andrea Ronco, Milos Cernak, Michele Magno
In-Ear-Voice: Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms. CoRR (2023)
Steven Marty, Federico Pantanella, Andrea Ronco, Kanika S. Dheman, Michele Magno
Investigation of mmWave Radar Technology For Non-contact Vital Sign Monitoring. MeMeA (2023)
Jonas Kühne, Michele Magno, Luca Benini
Parallelizing Optical Flow Estimation on an Ultra-Low Power RISC-V Cluster for Nano-UAV Navigation. CoRR (2023)
Carl Brander, Cristian Cioflan, Vlad Niculescu, Hanna Müller, Tommaso Polonelli, Michele Magno, Luca Benini
Improving Data-Scarce Image Classification Through Multimodal Synthetic Data Pretraining. SAS (2023)
Jonah Imfeld, Silvano Cortesi, Philipp Mayer, Michele Magno
Evaluation of a Non-Coherent Ultra-Wideband Transceiver for Micropower Sensor Nodes. CoRR (2023)
Thomas Rüegg, Marco Giordano, Michele Magno
KP2Dtiny: Quantized Neural Keypoint Detection and Description on the Edge. AICAS (2023)
Julian Moosmann, Marco Giordano, Christian Vogt, Michele Magno
TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object Detection Network for Low Power Microcontrollers. CoRR (2023)
Rabea Rogge, Lukas Schulthess, Christian Vogt, Michele Magno
Poster Abstract: A Human Body Power Transfer System to Enable Battery-Less Sensor Nodes. IoTDI (2023)
Jonathan Becker, Nadine Imholz, Luca Schwarzenbach, Edoardo Ghignone, Nicolas Baumann, Michele Magno
Model- and Acceleration-based Pursuit Controller for High-Performance Autonomous Racing. ICRA (2023)
Sizhen Bian, Lukas Schulthess, Georg Rutishauser, Alfio Di Mauro, Luca Benini, Michele Magno
ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras. CoRR (2023)
Hanna Müller, Nicky Zimmerman, Tommaso Polonelli, Michele Magno, Jens Behley, Cyrill Stachniss, Luca Benini
Fully On-board Low-Power Localization with Multizone Time-of-Flight Sensors on Nano-UAVs. DATE (2023)
Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno
ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications. CoRR (2023)
Tommaso Polonelli, Casimir Feldmann, Vlad Niculescu, Hanna Müller, Michele Magno, Luca Benini
Towards Robust and Efficient On-board Mapping for Autonomous Miniaturized UAVs. IWASI (2023)
Sizhen Bian, Michele Magno
Evaluating Spiking Neural Network on Neuromorphic Platform For Human Activity Recognition. ISWC (2023)
Silvano Cortesi, Marc Dreher, Michele Magno
Design and Implementation of an RSSI-Based Bluetooth Low Energy Indoor Localization System. CoRR (2023)
Pietro Bonazzi, Julian Moosmann, Yawei Li, Sizhen Bian, Michele Magno
Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis. CoRR (2023)
Luca Pascarella, Michele Magno
Grayscale and Event-Based Sensor Fusion for Robust Steering Prediction for Self-Driving Cars. SAS (2023)
Liam Boyle, Nicolas Baumann, Seonyeong Heo, Michele Magno
Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications. CoRR (2023)
Tommaso Polonelli, Julien Deparday, Imad Abdallah, Sarah Barber, Eleni N. Chatzi, Michele Magno
Instrumentation and Measurement Systems: Aerosense: A Wireless, Non-Intrusive, Flexible, and MEMS-Based Aerodynamic and Acoustic Measurement System for Operating Wind Turbines. IEEE Instrum. Meas. Mag. 26 (4) (2023)
Seonyeong Heo, Nicolas Baumann, Carla Margelisch, Marco Giordano, Michele Magno
Low-cost Smart Raven Deterrent System with Tiny Machine Learning for Smart Agriculture. I2MTC (2023)
Denis Mikhaylov, Carla Amatetti, Tommaso Polonelli, Enea Masina, Riccardo Campana, Kai Berszin, Charles Moatti, Davide Amato, Alessandro Vanelli-Coralli, Michele Magno, Luca Benini
Toward the Future Generation of Railway Localization Exploiting RTK and GNSS. IEEE Trans. Instrum. Meas. 72 (2023)
Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno
ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications. ISCAS (2023)
Lukas Schulthess, Thorir Mar Ingolfsson, Marc Nölke, Michele Magno, Luca Benini, Christoph Leitner
Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping. BioCAS (2023)
Dominik Schindler, Vlad Niculescu, Tommaso Polonelli, Daniele Palossi, Luca Benini, Michele Magno
A Relative Infrastructure-less Localization Algorithm for Decentralized and Autonomous Swarm Formation. IROS (2023)
Philipp Mayer, Rabea Rogge, Andrin Caviezel, Jessica Munch, Adrian Ringenbach, Michele Magno, Luca Benini
Design and Evaluation of a LoRa Controlled Rugged Multisensor Unit for Induced Rockfall Experiments. IWASI (2023)
Lukas Schulthess, Thorir Mar Ingolfsson, Marc Nölke, Michele Magno, Luca Benini, Christoph Leitner
Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping. CoRR (2023)
Amélie Gruel, Alfio Di Mauro, Robin Hunziker, Luca Benini, Jean Martinet, Michele Magno
Embedded neuromorphic attention model leveraging a novel low-power heterogeneous platform. AICAS (2023)
Kanika S. Dheman, Alkinoos Sariglou, Michele Magno
Towards Wearable Sweat Sensing for Glucose and Lactate: Sensors Characterisation. IWASI (2023)
Lukas Schulthess, Tiago Salzmann, Christian Vogt, Michele Magno
Poster Abstract: A LoRa-based Energy-Efficient Sensing System for Urban Computing. IoTDI (2023)
Matthias Steiner, Nicolas Baumann, Luzian Lebovitz, Michele Magno
A Robust and Real-Time Hyper-Spectral Sensor-Fusion Model for Concrete Crack Segmentation. SAS (2023)
Sizhen Bian, Alexander Rupp, Michele Magno
Fully Automatic Gym Exercises Recording: An IoT Solution. MetroInd4.0&IoT (2023)
Sizhen Bian, Lukas Schulthess, Georg Rutishauser, Alfio Di Mauro, Luca Benini, Michele Magno
ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras. IWASI (2023)
Michele Magno
Ultra-Wideband Technology: Unlocking the Potential of Low Power IoT with Precise Localization and Energy-Efficient Wake-Up Radio. SENSORS (2023)
Jonah Imfeld, Silvano Cortesi, Philipp Mayer, Michele Magno
Evaluation of a Non-Coherent Ultra-Wideband Transceiver for Micropower Sensor Nodes. SENSORS (2023)
Marco Giordano, Kirill Keller, Francesco Greco, Luca Benini, Michele Magno, Christoph Leitner
Towards a Novel Ultrasound System Based on Low-Frequency Feature Extraction From a Fully-Printed Flexible Transducer. BioCAS (2023)
Julian Moosmann, Marco Giordano, Christian Vogt, Michele Magno
TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object Detection Network for Low Power Microcontrollers. AICAS (2023)
Andrea Ronco, Nicolas Baumann, Marco Giordano, Michele Magno
Towards Robust Velocity and Position Estimation of Opponents for Autonomous Racing Using Low-Power Radar. CoRR (2023)
Julian Moosmann, Jakub Mandula, Philipp Mayer, Luca Benini, Michele Magno
Quantitative Evaluation of a Multi-Modal Camera Setup for Fusing Event Data with RGB Images. SENSORS (2023)
Qingyan Ren, Yanjing Sun, Michele Magno
Coverage Guaranteed Cooperative MIMO Formation for Underwater MI-Assisted Acoustic WSNs. ICC (2023)
Lukas Schulthess, Philipp Mayer, Michele Magno
Poster Abstract: Battery-free and Passive Wake-up Receiver for Underwater Communication. IoTDI (2023)
Michael Loetscher, Nicolas Baumann, Edoardo Ghignone, Andrea Ronco, Michele Magno
Assessing the Robustness of LiDAR, Radar and Depth Cameras Against Ill-Reflecting Surfaces in Autonomous Vehicles: An Experimental Study. CoRR (2023)
Marco Giordano, Silvano Cortesi, Prodromos-Vasileios Mekikis, Michele Crabolu, Giovanni Bellusci, Michele Magno
Energy-Aware Adaptive Sampling for Self-Sustainability in Resource-Constrained IoT Devices. CoRR (2023)
Phillip Trummer, Tommaso Polonelli, Julien Deparday, Imad Abdallah, Michele Magno
Blade Position and Motion Estimation on the Surface of a Rotating Wind Turbine Through a Single MEMS IMU. IWASI (2023)
Carla Tettamanti, Marco Giordano, Julia Altheimer, Lukas Linhart, Michele Magno
Towards Model Development for Sensor-Based Activity Recognition at the Construction Site. IWASI (2023)
Hanna Müller, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
Robust and Efficient Depth-Based Obstacle Avoidance for Autonomous Miniaturized UAVs. IEEE Trans. Robotics 39 (6) (2023)
Kanika S. Dheman, Manuel Glahn, Michele Magno
Towards Enhanced Bladder Volume Measurement with Context-Aware Bio-Impedance Sensor Fusion. SENSORS (2023)
Steven Marty, Kanika S. Dheman, Michele Magno
Poster Abstract: Contactless Vital Sign Monitoring using Low-Power FMCW Radar. IoTDI (2023)
Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
NanoSLAM: Enabling Fully Onboard SLAM for Tiny Robots. CoRR (2023)
Pietro Bonazzi, Thomas Rüegg, Sizhen Bian, Yawei Li, Michele Magno
TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision In-Sensor for Gaze Estimation. CoRR (2023)
Victoria Abou Khalil, Andrew Vargo, Rwitajit Majumdar, Michele Magno, Manu Kapur
Considerations when automating the assessment and guidance of Project Work (invited paper). AAGPW@AIED (2023)
Silvano Cortesi, Christian Vogt, Elio Reinschmidt, Michele Magno
Latency and Power Consumption in 2.4 GHz IoT Wireless Mesh Nodes: An Experimental Evaluation of Bluetooth Mesh and Wirepas Mesh. CoRR (2023)
Julian Moosmann, Hanna Müller, Nicky Zimmerman, Georg Rutishauser, Luca Benini, Michele Magno
Flexible and Fully Quantized Ultra-Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems. CoRR (2023)
Tobias Margiani, Silvano Cortesi, Milena Keller, Christian Vogt, Tommaso Polonelli, Michele Magno
Angle of Arrival and Centimeter Distance Estimation on a Smart UWB Sensor Node. IEEE Trans. Instrum. Meas. 72 (2023)
Marco Giordano, Silvano Cortesi, Prodromos-Vasileios Mekikis, Michele Crabolu, Giovanni Bellusci, Michele Magno
Energy-Aware Adaptive Sampling for Self-Sustainability in Resource-Constrained IoT Devices. ENSsys@SenSys (2023)
Silvano Cortesi, Christian Vogt, Michele Magno
Comparison between an RSSI- and an MCPD-Based BLE Indoor Localization System. Comput. 12 (3) (2023)
Nicky Zimmerman, Hanna Müller, Michele Magno, Luca Benini
Fully Onboard Low-Power Localization with Semantic Sensor Fusion on a Nano-UAV using Floor Plans. CoRR (2023)
Lukas Schulthess, Steven Marty, Matilde Dirodi, Mariana D. Rocha, Linus Rüttimann, Richard H. R. Hahnloser, Michele Magno
TinyBird-ML: An ultra-low Power Smart Sensor Node for Bird Vocalization Analysis and Syllable Classification. ISCAS (2023)
Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO. CoRR (2023)
Sizhen Bian, Michele Magno
Evaluating Spiking Neural Network On Neuromorphic Platform For Human Activity Recognition. CoRR (2023)
Xinchen Gao, Yawei Li, Wen Li, Lixin Duan, Luc Van Gool, Luca Benini, Michele Magno
Learning continuous piecewise non-linear activation functions for deep neural networks. ICME (2023)
Lukas Schulthess, Fabrice Longchamp, Christian Vogt, Michele Magno
A Lora-Based and Maintenance-Free Cattle Monitoring System for Alpine Pastures and Remote Locations. ENSsys@SenSys (2023)
Vlad Niculescu, Daniele Palossi, Michele Magno, Luca Benini
Energy-Efficient, Precise UWB-Based 3-D Localization of Sensor Nodes With a Nano-UAV. IEEE Internet Things J. 10 (7) (2023)
Philipp Schilk, Niccolò Polvani, Andrea Ronco, Milos Cernak, Michele Magno
In-Ear-Voice: Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms. IoTDI (2023)
Liam Boyle, Nicolas Baumann, Seonyeong Heo, Michele Magno
Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications. SENSORS (2023)
Pietro Bonazzi, Sizhen Bian, Giovanni Lippolis, Yawei Li, Sadique Sheik, Michele Magno
A Low-Power Neuromorphic Approach for Efficient Eye-Tracking. CoRR (2023)
Yawei Li, Kai Zhang, Jiezhang Cao, Radu Timofte, Michele Magno, Luca Benini, Luc Van Gool
LocalViT: Analyzing Locality in Vision Transformers. IROS (2023)
Andrea Ronco, Nicolas Baumann, Marco Giordano, Michele Magno
Towards Robust Velocity and Position Estimation of Opponents for Autonomous Racing Using Low-Power Radar. IWASI (2023)
Victoria Abou Khalil, Andrew Vargo, Rwitajit Manjoumdar, Michele Magno, Manu Kapur
Automated Assessment and Guidance of Project Work. AIED (Posters/Late Breaking Results/...) (2023)
Gianmarco Cerutti, Lukas Cavigelli, Renzo Andri, Michele Magno, Elisabetta Farella, Luca Benini
Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (5) (2022)
Tommaso Polonelli, Hanna Müller, Weikang Kong, Raphael Fischer, Luca Benini, Michele Magno
Aerosense: A Self-Sustainable And Long-Range Bluetooth Wireless Sensor Node for Aerodynamic and Aeroacoustic Monitoring on Wind Turbines. CoRR (2022)
Vlad Niculescu, Hanna Müller, Iman Ostovar, Tommaso Polonelli, Michele Magno, Luca Benini
Towards a Multi-Pixel Time-of-Flight Indoor Navigation System for Nano-Drone Applications. I2MTC (2022)
Xiaying Wang, Fabian Geiger, Vlad Niculescu, Michele Magno, Luca Benini
Leveraging Tactile Sensors for Low Latency Embedded Smart Hands for Prosthetic and Robotic Applications. IEEE Trans. Instrum. Meas. 71 (2022)
Kanika S. Dheman, David Werder, Michele Magno
Cardiac monitoring with novel low power sensors measuring upper thoracic electrostatic charge variation for long lasting wearable devices. WiMob (2022)
Jonas Kühne, Michele Magno, Luca Benini
Parallelizing Optical Flow Estimation on an Ultra-Low Power RISC-V Cluster for Nano-UAV Navigation. ISCAS (2022)
Hanna Müller, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
Robust and Efficient Depth-based Obstacle Avoidance for Autonomous Miniaturized UAVs. CoRR (2022)
Marco Giordano, Gamze Islamoglu, Viviane Potocnik, Christian Vogt, Michele Magno
Survey, Analysis and Comparison of Radar Technologies for Embedded Vital Sign Monitoring. EMBC (2022)
Davide Plozza, Marco Giordano, Michele Magno
Real-Time Low Power Audio Distortion Circuit Modeling: a TinyML Deep Learning Approach. AICAS (2022)
Tommaso Polonelli, Andrea Bentivogli, Guido Comai, Michele Magno
Self-sustainable IoT Wireless Sensor Node for Predictive Maintenance on Electric Motors. SAS (2022)
Andrea Ronco, Lukas Schulthess, David Zehnder, Michele Magno
Machine Learning In-Sensors: Computation-enabled Intelligent Sensors For Next Generation of IoT. IEEE SENSORS (2022)
Tommaso Polonelli, Michele Magno, Vlad Niculescu, Luca Benini, David E. Boyle
An open platform for efficient drone-to-sensor wireless ranging and data harvesting. Sustain. Comput. Informatics Syst. 35 (2022)
Vlad Niculescu, Daniele Palossi, Michele Magno, Luca Benini
Fly, Wake-up, Find: UAV-based Energy-efficient Localization for Distributed Sensor Nodes. Sustain. Comput. Informatics Syst. 34 (2022)
Elio Reinschmidt, Christian Vogt, Michele Magno
Realtime Hand-Gesture Recognition Based on Novel Charge Variation Sensor and IMU. IEEE SENSORS (2022)

Michele Magno.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Michele Magno