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2020 – today
- 2024
[j24]Paola Busia
, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Victor J. B. Jung, Moritz Scherer, Matteo Antonio Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini:
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs. IEEE Trans. Biomed. Circuits Syst. 18(3): 608-621 (2024)- [j23]Thorir Mar Ingolfsson, Xiaying Wang, Upasana Chakraborty, Simone Benatti, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sándor Beniczky, Luca Benini, Andrea Cossettini:
BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment. IEEE Trans. Biomed. Circuits Syst. 18(4): 720-733 (2024) - [j22]Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti:
Real-Time Motor Unit Tracking From sEMG Signals With Adaptive ICA on a Parallel Ultra-Low Power Processor. IEEE Trans. Biomed. Circuits Syst. 18(4): 771-782 (2024) - [j21]Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi, Elisa Donati, Luca Benini, Simone Benatti:
sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller. IEEE Trans. Biomed. Circuits Syst. 18(4): 810-820 (2024) - [j20]Luca Valente, Alessandro Nadalini, Asif Hussain Chiralil Veeran, Mattia Sinigaglia, Bruno Sá, Nils Wistoff, Yvan Tortorella, Simone Benatti, Rafail Psiakis, Ari Kulmala, Baker Mohammad, Sandro Pinto, Daniele Palossi, Luca Benini, Davide Rossi:
A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation. IEEE Trans. Circuits Syst. I Regul. Pap. 71(5): 2266-2279 (2024) - [c59]Pierangelo Maria Rapa, Mattia Orlandi, Andrea Amidei, Alessio Burrello, Roberto Rabbeni, Paolo Pavan, Luca Benini, Simone Benatti:
Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs. AICAS 2024: 124-128 - [c58]Benedetta Mazzoni, Luca Bompani, Mattia Orlandi, Simone Benatti, Giuseppe Tagliavini:
Balancing Accuracy and Energy Efficiency on Ultra-Law-Power Platforms for ECG Analysis. COINS 2024: 1-6 - [i18]Luca Valente, Alessandro Nadalini, Asif Veeran, Mattia Sinigaglia, Bruno Sá, Nils Wistoff, Yvan Tortorella, Simone Benatti, Rafail Psiakis, Ari Kulmala, Baker Mohammad, Sandro Pinto, Daniele Palossi, Luca Benini, Davide Rossi:
A Heterogeneous RISC-V based SoC for Secure Nano-UAV Navigation. CoRR abs/2401.03531 (2024) - [i17]Sebastian Frey, Mattia Alberto Lucchini, Victor Javier Kartsch, Thorir Mar Ingolfsson, Andrea Helga Bernardi, Michael Segessenmann, Jakub Osieleniec, Simone Benatti, Luca Benini, Andrea Cossettini:
GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG. CoRR abs/2406.07903 (2024) - 2023
- [j19]Andrea Amidei, Susanna Spinsante, Grazia Iadarola, Simone Benatti, Federico Tramarin, Paolo Pavan, Luigi Rovati:
Driver Drowsiness Detection: A Machine Learning Approach on Skin Conductance. Sensors 23(8): 4004 (2023) - [c57]Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini:
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems. BioCAS 2023: 1-5 - [c56]Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti:
An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor. BioCAS 2023: 1-5 - [c55]Marcello Zanghieri, Mattia Orlandi, Elisa Donati, Emanuele Gruppioni, Luca Benini, Simone Benatti:
Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller. BioCAS 2023: 1-5 - [c54]Sebastian Frey, Marco Guermandi, Simone Benatti, Victor Javier Kartsch, Andrea Cossettini, Luca Benini:
BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing. COINS 2023: 1-7 - [c53]Mattia Sinigaglia, Luca Bertaccini, Luca Valente, Angelo Garofalo, Simone Benatti, Luca Benini, Francesco Conti, Davide Rossi:
ECHOES: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I2S DSP for Flexible Data Acquisition from Microphone Arrays. ISCAS 2023: 1-5 - [c52]Andrea Amidei, Pierangelo Maria Rapa, Giuseppe Tagliavini, Roberto Rabbeni, Paolo Pavan, Simone Benatti:
ANGELS - Smart Steering Wheel for Driver Safety. IWASI 2023: 15-20 - [c51]Marcello Zanghieri, Simone Benatti, Luca Benini, Elisa Donati:
Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG. IWASI 2023: 293-298 - [c50]Elisa Donati, Simone Benatti, Enea Ceolini, Giacomo Indiveri:
Long-Term Stable Electromyography Classification Using Canonical Correlation Analysis. NER 2023: 1-4 - [i16]Elisa Donati, Simone Benatti, Enea Ceolini, Giacomo Indiveri:
Long-term stable Electromyography classification using Canonical Correlation Analysis. CoRR abs/2301.09729 (2023) - [i15]Mattia Sinigaglia, Luca Bertaccini, Luca Valente, Angelo Garofalo, Simone Benatti, Luca Benini, Francesco Conti, Davide Rossi:
Echoes: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I2S DSP for Flexible Data Acquisition from Microphone Arrays. CoRR abs/2305.07325 (2023) - [i14]Sebastian Frey, Marco Guermandi, Simone Benatti, Victor Javier Kartsch, Andrea Cossettini, Luca Benini:
BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing. CoRR abs/2307.01619 (2023) - [i13]Sebastian Frey, Victor Javier Kartsch, Christoph Leitner, Andrea Cossettini, Sergei Vostrikov, Simone Benatti, Luca Benini:
A Wearable Ultra-Low-Power sEMG-Triggered Ultrasound System for Long-Term Muscle Activity Monitoring. CoRR abs/2309.06851 (2023) - [i12]Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini:
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems. CoRR abs/2309.07135 (2023) - 2022
- [j18]Alessio Burrello, Daniele Jahier Pagliari, Pierangelo Maria Rapa, Matilde Semilia, Matteo Risso, Tommaso Polonelli, Massimo Poncino, Luca Benini, Simone Benatti:
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring. ACM Trans. Comput. Heal. 3(2): 19:1-19:25 (2022) - [j17]Victor Javier Kartsch, Velu Prabhakar Kumaravel, Simone Benatti, Giorgio Vallortigara, Luca Benini, Elisabetta Farella, Marco Buiatti:
Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis. Sensors 22(24): 9803 (2022) - [j16]Fabio Montagna, Stefan Mach, Simone Benatti, Angelo Garofalo, Gianmarco Ottavi, Luca Benini, Davide Rossi, Giuseppe Tagliavini:
A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics. IEEE Trans. Parallel Distributed Syst. 33(5): 1038-1053 (2022) - [c49]Alessio Burrello, Daniele Jahier Pagliari, Marzia Bianco, Enrico Macii, Luca Benini, Massimo Poncino, Simone Benatti:
Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data. BioCAS 2022: 153-157 - [c48]Victor Javier Kartsch Morinigo, Simone Benatti, Luca Benini:
A High SNR, Low-latency Dry EMG Acquisition System for Unobtrusive HMI Devices. BioCAS 2022: 544-548 - [c47]Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Moritz Scherer, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini:
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices. BioCAS 2022: 640-644 - [c46]Mattia Orlandi, Marcello Zanghieri, Victor Javier Kartsch Morinigo, Francesco Conti, Pasquale Davide Schiavone, Luca Benini, Simone Benatti:
sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor. BioCAS 2022: 704-708 - [c45]Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition. DATE 2022: 1443-1448 - [c44]Riccardo Donati, Victor Javier Kartsch, Luca Benini, Simone Benatti:
BioWolf16: a 16-channel, 24-bit, 4kSPS Ultra-Low Power Platform for Wearable Clinical-grade Bio-potential Parallel Processing and Streaming. EMBC 2022: 2518-2522 - [c43]Marco Guermandi, Andrea Cossettini, Simone Benatti, Luca Benini:
A Wireless System for EEG Acquisition and Processing in an Earbud Form Factor with 600 Hours Battery Lifetime. EMBC 2022: 3139-3145 - [c42]Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini:
Energy-Efficient Tree-Based EEG Artifact Detection. EMBC 2022: 3723-3728 - [c41]Angelica Poli, Andrea Amidei, Simone Benatti, Grazia Iadarola, Federico Tramarin, Luigi Rovati, Paolo Pavan, Susanna Spinsante:
Exploiting Blood Volume Pulse and Skin Conductance for Driver Drowsiness Detection. HealthyIoT 2022: 50-61 - [c40]Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Corrado Bonfanti, Simone Benatti, Davide Rossi, Luca Benini, Andrea Bartolini:
ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration. SAMOS 2022: 120-135 - [c39]Benedetta Mazzoni, Giuseppe Tagliavini, Luca Benini, Simone Benatti:
An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing. SYSINT 2022: 160-170 - [c38]Mattia Orlandi, Marcello Zanghieri, Pasquale Davide Schiavone, Elisa Donati, Francesco Conti, Simone Benatti:
Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition. SYSINT 2022: 518-529 - [i11]Alessio Burrello, Daniele Jahier Pagliari, Pierangelo Maria Rapa, Matilde Semilia, Matteo Risso, Tommaso Polonelli, Massimo Poncino, Luca Benini, Simone Benatti:
Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring. CoRR abs/2203.04396 (2022) - [i10]Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition. CoRR abs/2203.12932 (2022) - [i9]Alessio Burrello, Daniele Jahier Pagliari, Matteo Risso, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino:
Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable Devices. CoRR abs/2203.14907 (2022) - [i8]Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino:
Robust and Energy-efficient PPG-based Heart-Rate Monitoring. CoRR abs/2203.16339 (2022) - [i7]Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini:
Energy-Efficient Tree-Based EEG Artifact Detection. CoRR abs/2204.09577 (2022) - 2021
- [j15]Benedetta Mazzoni, Simone Benatti, Luca Benini, Giuseppe Tagliavini:
Efficient Transform Algorithms for Parallel Ultra-Low-Power IoT End Nodes. IEEE Embed. Syst. Lett. 13(4): 210-213 (2021) - [j14]Alessio Burrello, Alex Marchioni, Davide Brunelli, Simone Benatti, Mauro Mangia, Luca Benini:
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring. IEEE Internet Things J. 8(6): 4433-4447 (2021) - [j13]Alessio Burrello, Daniele Jahier Pagliari, Matteo Risso, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino:
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices. IEEE Trans. Biomed. Circuits Syst. 15(6): 1196-1209 (2021) - [j12]Luca Benini, Simone Benatti, Taekwang Jang, Abbas Rahimi:
Guest Editorial: IEEE TC Special Issue On Smart Edge Computing and IoT. IEEE Trans. Computers 70(8): 1146-1147 (2021) - [j11]Alessio Burrello, Simone Benatti, Kaspar Schindler, Luca Benini, Abbas Rahimi:
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection. IEEE J. Biomed. Health Informatics 25(4): 935-946 (2021) - [j10]Hayate Okuhara, Ahmed Elnaqib, Martino Dazzi, Pierpaolo Palestri, Simone Benatti, Luca Benini, Davide Rossi:
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. 29(10): 1800-1811 (2021) - [c37]Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti:
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. BioCAS 2021: 1-4 - [c36]Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch Morinigo, Roberto Meattini, Gianluca Palli, Claudio Melchiorri, Luca Benini:
sEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller. COINS 2021: 1-6 - [c35]Velu Prabhakar Kumaravel, Victor Javier Kartsch, Simone Benatti, Giorgio Vallortigara, Elisabetta Farella, Marco Buiatti:
Efficient Artifact Removal from Low-Density Wearable EEG using Artifacts Subspace Reconstruction. EMBC 2021: 333-336 - [c34]Christoph Leitner, Simone Benatti, Kirill Keller, Andrea Cossettini, Victor Javier Kartsch, Harald Penasso, Luca Benini, Francesco Greco, Christian Baumgartner:
UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics. EMBC 2021: 7077-7082 - [c33]Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino:
Robust and Energy-Efficient PPG-Based Heart-Rate Monitoring. ISCAS 2021: 1-5 - [i6]Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti:
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. CoRR abs/2106.08008 (2021) - [i5]Hayate Okuhara, Ahmed Elnaqib, Martino Dazzi, Pierpaolo Palestri, Simone Benatti, Luca Benini, Davide Rossi:
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 abs/2109.01961 (2021) - 2020
- [j9]Roghayeh Aghazadeh, Javad Frounchi, Fabio Montagna, Simone Benatti:
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 125: 104004 (2020) - [j8]Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch, Francesco Conti, Luca Benini:
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor. IEEE Trans. Biomed. Circuits Syst. 14(2): 244-256 (2020) - [j7]Elisabetta De Giovanni, Fabio Montagna, Benoît W. Denkinger, Simone Machetti, Miguel Peón Quirós, Simone Benatti, Davide Rossi, Luca Benini, David Atienza:
Modular Design and Optimization of Biomedical Applications for Ultralow Power Heterogeneous Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3821-3832 (2020) - [c32]Pasquale Davide Schiavone, Davide Rossi, Yan Liu, Simone Benatti, Song Luan, Ian Williams, Luca Benini, Timothy G. Constandinou:
Neuro-PULP: A Paradigm Shift Towards Fully Programmable Platforms for Neural Interfaces. AICAS 2020: 50-54 - [c31]Marcello Zanghieri, Simone Benatti, Francesco Conti, Alessio Burrello, Luca Benini:
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks. AICAS 2020: 228-232 - [c30]Victor Javier Kartsch, Fiorenzo Artoni, Simone Benatti, Silvestro Micera, Luca Benini:
Using Low-Power, Low-Cost IoT Processors in Clinical Biosignal Research: an In-depth Feasibility Check. EMBC 2020: 4008-4011 - [c29]Giovanni Bambini, Robert Balas, Christian Conficoni, Andrea Tilli, Luca Benini, Simone Benatti, Andrea Bartolini:
An Open-Source Scalable Thermal and Power Controller for HPC Processors. ICCD 2020: 364-367 - [i4]Fabio Montagna, Stefan Mach, Simone Benatti, Angelo Garofalo, Gianmarco Ottavi, Luca Benini, Davide Rossi, Giuseppe Tagliavini:
A transprecision floating-point cluster for efficient near-sensor data analytics. CoRR abs/2008.12243 (2020)
2010 – 2019
- 2019
- [j6]Mattia Salvaro, Simone Benatti, Victor Javier Kartsch, Marco Guermandi, Luca Benini:
A Minimally Invasive Low-Power Platform for Real-Time Brain Computer Interaction Based on Canonical Correlation Analysis. IEEE Internet Things J. 6(1): 967-977 (2019) - [j5]Simone Benatti, Fabio Montagna, Victor Javier Kartsch, Abbas Rahimi, Davide Rossi, Luca Benini:
Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing. IEEE Trans. Biomed. Circuits Syst. 13(3): 516-528 (2019) - [j4]Victor Javier Kartsch, Giuseppe Tagliavini, Marco Guermandi, Simone Benatti, Davide Rossi, Luca Benini:
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. 13(5): 893-906 (2019) - [c28]Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, Luca Benini, Jan M. Rabaey:
Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing. BioCAS 2019: 1-4 - [c27]Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti, Andrea Tilli, Luca Benini:
A PULP-based Parallel Power Controller for Future Exascale Systems. ICECS 2019: 771-774 - [c26]Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini:
Towards a Wearable Interface for Food Quality Grading Through ERP Analysis. ISCAS 2019: 1-5 - [c25]Victor Javier Kartsch, Simone Benatti, Marco Guermandi, Fabio Montagna, Luca Benini:
Ultra Low-Power Drowsiness Detection System with BioWolf. NER 2019: 1187-1190 - [c24]Victor Javier Kartsch, Marco Guermandi, Simone Benatti, Fabio Montagna, Luca Benini:
An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor. SAS 2019: 1-6 - [i3]Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, George Alexandrov, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Ana C. Arias, Luca Benini, Jan M. Rabaey:
Adaptive EMG-based hand gesture recognition using hyperdimensional computing. CoRR abs/1901.00234 (2019) - [i2]Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini:
Towards a Wearable Interface for Food Quality Grading through ERP Analysis. CoRR abs/1905.11633 (2019) - 2018
- [j3]Victor Javier Kartsch, Simone Benatti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini:
A sensor fusion approach for drowsiness detection in wearable ultra-low-power systems. Inf. Fusion 43: 66-76 (2018) - [c23]Marco Guermandi, Simone Benatti, Victor Javier Kartsch Morinigo, Luca Bertini:
A Wearable Device for Minimally-Invasive Behind-the-Ear EEG and Evoked Potentials. BioCAS 2018: 1-4 - [c22]Mattia Salvaro, Simone Benatti, Victor Javier Kartsch, Marco Guermandi, Luca Benini:
A Wearable Device for Brain-Machine Interaction with Augmented Reality Head-Mounted Display. BODYNETS 2018: 339-351 - [c21]Simone Benatti, Marco Guermandi, Luca Benini:
A Cost-Effective Embedded Platform for Scalable Multichannel Biopotential Acquisition. BODYNETS 2018: 353-364 - [c20]Fabio Montagna, Abbas Rahimi, Simone Benatti, Davide Rossi, Luca Benini:
PULP-HD: accelerating brain-inspired high-dimensional computing on a parallel ultra-low power platform. DAC 2018: 111:1-111:6 - [c19]Roghayeh Aghazadeh, Fabio Montagna, Simone Benatti, Davide Rossi, Javad Frounchi:
Compressed Sensing Based Seizure Detection for an Ultra Low Power Multi-core Architecture. HPCS 2018: 492-495 - [c18]Victor Javier Kartsch, Simone Benatti, Mattia Mancini, Michele Magno, Luca Benini:
Smart Wearable Wristband for EMG based Gesture Recognition Powered by Solar Energy Harvester. ISCAS 2018: 1-5 - [c17]Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey:
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier. ISCAS 2018: 1-5 - [i1]Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey:
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier. CoRR abs/1802.10237 (2018) - 2017
- [j2]Simone Benatti, Bojan Milosevic, Elisabetta Farella, Emanuele Gruppioni, Luca Benini:
A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies. Sensors 17(4): 869 (2017) - [c16]Bojan Milosevic, Simone Benatti, Elisabetta Farella:
Design challenges for wearable EMG applications. DATE 2017: 1432-1437 - [c15]Simone Benatti, Giovanni Rovere, Jonathan Bosser, Fabio Montagna, Elisabetta Farella, Horian Glaser, Philipp Schönle, Thomas Burger, Schekeb Fateh, Qiuting Huang, Luca Benini:
A sub-10mW real-time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC. IWASI 2017: 139-144 - [c14]Victor Javier Kartsch, Simone Benatti, Davide Rossi, Luca Benini:
A wearable EEG-based drowsiness detection system with blink duration and alpha waves analysis. NER 2017: 251-254 - [c13]Mattia Salvaro, Victor Javier Kartsch, Simone Benatti, Michela Milano, Luca Benini:
Towards a Novel HMI Paradigm Based on Mixed EEG and Indoor Localization Platforms. NGCAS 2017: 217-220 - 2016
- [b1]Simone Benatti:
Advanced Interfaces for HMI in Hand Gesture Recognition. University of Bologna, Italy, 2016 - [c12]Clemente Villani, Simone Benatti, Davide Brunelli, Luca Benini:
A Contactless, Energy-Neutral Power Meter for Smart City Applications. ApplePies 2016: 177-182 - [c11]Simone Benatti, Fabio Montagna, Davide Rossi, Luca Benini:
Scalable EEG seizure detection on an ultra low power multi-core architecture. BioCAS 2016: 86-89 - [c10]M. Causo, Simone Benatti, Antoine Frappé, Andreia Cathelin, Elisabetta Farella, Andreas Kaiser, Luca Benini, Jan M. Rabaey:
Sampling modulation: An energy efficient novel feature extraction for biosignal processing. BioCAS 2016: 348-351 - [c9]Abbas Rahimi, Simone Benatti, Pentti Kanerva, Luca Benini, Jan M. Rabaey:
Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition. ICRC 2016: 1-8 - [c8]Clemente Villani, Simone Benatti, Davide Brunelli, Luca Benini:
A contactless three-phase autonomous power meter. IEEE SENSORS 2016: 1-3 - 2015
- [j1]Simone Benatti, Filippo Casamassima, Bojan Milosevic, Elisabetta Farella, Philipp Schoenle, Schekeb Fateh, Thomas Burger, Qiuting Huang, Luca Benini:
A Versatile Embedded Platform for EMG Acquisition and Gesture Recognition. IEEE Trans. Biomed. Circuits Syst. 9(5): 620-630 (2015) - [c7]Simone Benatti, Bojan Milosevic, Marco Tomasini, Elisabetta Farella, Philipp Schoenle, Petrit Bunjaku, Giovanni Rovere, Schekeb Fateh, Qiuting Huang, Luca Benini:
Multiple Biopotentials Acquisition System for Wearable Applications. BIODEVICES 2015: 260-268 - [c6]Marco Tomasini, Simone Benatti, Filippo Casamassima, Bojan Milosevic, Schekeb Fateh, Elisabetta Farella, Luca Benini:
Digitally controlled feedback for DC offset cancellation in a wearable multichannel EMG platform. EMBC 2015: 3189-3192 - [c5]Matteo Rossi, Simone Benatti, Elisabetta Farella, Luca Benini:
Hybrid EMG classifier based on HMM and SVM for hand gesture recognition in prosthetics. ICIT 2015: 1700-1705 - [c4]Roberto Meattini, Simone Benatti, Umberto Scarcia, Luca Benini, Claudio Melchiorri:
Experimental evaluation of a sEMG-based human-robot interface for human-like grasping tasks. ROBIO 2015: 1030-1035 - 2014
- [c3]Simone Benatti, Bojan Milosevic, Filippo Casamassima, Philipp Schönle, Petrit Bunjaku, Schekeb Fateh, Qiuting Huang, Luca Benini:
EMG-based hand gesture recognition with flexible analog front end. BioCAS 2014: 57-60 - [c2]Simone Benatti, Elisabetta Farella, Emanuele Gruppioni, Luca Benini:
Analysis of Robust Implementation of an EMG Pattern Recognition based Control. BIOSIGNALS 2014: 45-54 - [c1]Simone Benatti, Luca Benini, Elisabetta Farella:
Towards EMG control interface for smart garments. ISWC Adjunct 2014: 163-170
Coauthor Index
[j24] [j23] [j22] [j21] [j20] [c59] [i18] [i17] [c57] [c56] [c55] [c54] [c53] [c51] [i15] [i14] [i13] [i12] [j18] [j17] [j16] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c40] [c39] [i11] [i10] [i9] [i8] [i7] [j15] [j14] [j13] [j12] [j11] [j10] [c37] [c36] [c34] [c33] [i6] [i5] [j8] [j7] [c32] [c31] [c30] [c29] [i4] [j6] [j5] [j4] [c28] [c27] [c26] [c25] [c24] [i3] [i2] [j3] [c22] [c21] [c20] [c18] [c17] [i1] [j2] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [j1] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
Victor Javier Kartsch
aka: Victor Javier Kartsch Morinigo
aka: Victor Javier Kartsch Morinigo
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