Simone Benatti
Orcid: 0000-0002-5700-5342
According to our database1,
Simone Benatti
authored at least 90 papers
between 2014 and 2024.
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Bibliography
2024
sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller.
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.
IEEE Trans. Biomed. Circuits Syst., August, 2024
BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment.
IEEE Trans. Biomed. Circuits Syst., August, 2024
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs.
IEEE Trans. Biomed. Circuits Syst., June, 2024
IEEE Trans. Circuits Syst. I Regul. Pap., May, 2024
GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG.
CoRR, 2024
Balancing Accuracy and Energy Efficiency on Ultra-Law-Power Platforms for ECG Analysis.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024
Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024
2023
Sensors, 2023
A Wearable Ultra-Low-Power sEMG-Triggered Ultrasound System for Long-Term Muscle Activity Monitoring.
CoRR, 2023
Echoes: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I2S DSP for Flexible Data Acquisition from Microphone Arrays.
CoRR, 2023
Long-Term Stable Electromyography Classification Using Canonical Correlation Analysis.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023
Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023
ECHOES: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I<sup>2</sup>S DSP for Flexible Data Acquisition from Microphone Arrays.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023
Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller.
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.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023
2022
A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics.
IEEE Trans. Parallel Distributed Syst., 2022
Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis.
Sensors, 2022
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring.
ACM Trans. Comput. Heal., 2022
Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition.
Proceedings of the Advances in System-Integrated Intelligence, 2022
An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing.
Proceedings of the Advances in System-Integrated Intelligence, 2022
ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration.
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2022
Proceedings of the IoT Technologies for HealthCare - 9th EAI International Conference, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
A Wireless System for EEG Acquisition and Processing in an Earbud Form Factor with 600 Hours Battery Lifetime.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
BioWolf16: a 16-channel, 24-bit, 4kSPS Ultra-Low Power Platform for Wearable Clinical-grade Bio-potential Parallel Processing and Streaming.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022
2021
A Fully Integrated 5-mW, 0.8-Gbps Energy-Efficient Chip-to-Chip Data Link for Ultralow-Power IoT End-Nodes in 65-nm CMOS.
IEEE Trans. Very Large Scale Integr. Syst., 2021
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection.
IEEE J. Biomed. Health Informatics, 2021
IEEE Trans. Computers, 2021
IEEE Trans. Biomed. Circuits Syst., 2021
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring.
IEEE Internet Things J., 2021
IEEE Embed. Syst. Lett., 2021
A Fully-Integrated 5mW, 0.8Gbps Energy-Efficient Chip-to-Chip Data Link for Ultra-Low-Power IoT End-Nodes in 65-nm CMOS.
CoRR, 2021
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Efficient Artifact Removal from Low-Density Wearable EEG using Artifacts Subspace Reconstruction.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
sEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller.
Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021
Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021
2020
Modular Design and Optimization of Biomedical Applications for Ultralow Power Heterogeneous Platforms.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor.
IEEE Trans. Biomed. Circuits Syst., 2020
CoRR, 2020
Scalable and energy efficient seizure detection based on direct use of compressively-sensed EEG data on an ultra low power multi-core architecture.
Comput. Biol. Medicine, 2020
Proceedings of the 38th IEEE International Conference on Computer Design, 2020
Using Low-Power, Low-Cost IoT Processors in Clinical Biosignal Research: an In-depth Feasibility Check.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020
Neuro-PULP: A Paradigm Shift Towards Fully Programmable Platforms for Neural Interfaces.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020
2019
BioWolf: A Sub-10-mW 8-Channel Advanced Brain-Computer Interface Platform With a Nine-Core Processor and BLE Connectivity.
IEEE Trans. Biomed. Circuits Syst., 2019
Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing.
IEEE Trans. Biomed. Circuits Syst., 2019
A Minimally Invasive Low-Power Platform for Real-Time Brain Computer Interaction Based on Canonical Correlation Analysis.
IEEE Internet Things J., 2019
CoRR, 2019
An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor.
Proceedings of the IEEE Sensors Applications Symposium, 2019
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019
Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019
2018
A sensor fusion approach for drowsiness detection in wearable ultra-low-power systems.
Inf. Fusion, 2018
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Smart Wearable Wristband for EMG based Gesture Recognition Powered by Solar Energy Harvester.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Compressed Sensing Based Seizure Detection for an Ultra Low Power Multi-core Architecture.
Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018
PULP-HD: accelerating brain-inspired high-dimensional computing on a parallel ultra-low power platform.
Proceedings of the 55th Annual Design Automation Conference, 2018
A Wearable Device for Brain-Machine Interaction with Augmented Reality Head-Mounted Display.
Proceedings of the 13th EAI International Conference on Body Area Networks, 2018
A Cost-Effective Embedded Platform for Scalable Multichannel Biopotential Acquisition.
Proceedings of the 13th EAI International Conference on Body Area Networks, 2018
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018
2017
A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies.
Sensors, 2017
Proceedings of the New Generation of CAS, 2017
A wearable EEG-based drowsiness detection system with blink duration and alpha waves analysis.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
A sub-10mW real-time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC.
Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
2016
Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016
Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition.
Proceedings of the IEEE International Conference on Rebooting Computing, 2016
Sampling modulation: An energy efficient novel feature extraction for biosignal processing.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2016
2015
IEEE Trans. Biomed. Circuits Syst., 2015
Experimental evaluation of a sEMG-based human-robot interface for human-like grasping tasks.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015
Hybrid EMG classifier based on HMM and SVM for hand gesture recognition in prosthetics.
Proceedings of the IEEE International Conference on Industrial Technology, 2015
Digitally controlled feedback for DC offset cancellation in a wearable multichannel EMG platform.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Multiple Biopotentials Acquisition System for Wearable Applications.
Proceedings of the BIODEVICES 2015, 2015
2014
Proceedings of the BIOSIGNALS 2014, 2014
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014