Sfoglia per Autore
Immunohistopathology and Steroid Profiles Associated With Biochemical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism
2018 Meyer, Lucie S.; Wang, Xiao; Sušnik, Eva; Burrello, Jacopo; Burrello, Alessio; Castellano, Isabella; Eisenhofer, Graeme; Fallo, Francesco; Kline, Gregory A.; Knösel, Thomas; Kocjan, Tomaz; Lenders, Jacques W M; Mulatero, Paolo; Naruse, Mitsuhide; Nishikawa, Tetsuo; Peitzsch, Mirko; Rump, Lars C.; Beuschlein, Felix; Hahner, Stefanie; Gomez-Sanchez, Celso E.; Reincke, Martin; Williams, Tracy Ann
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing
2018 Burrello, Alessio; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas
Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms
2019 Burrello A.; Cavigelli L.; Schindler K.; Benini L.; Rahimi A.
Embedding Principal Component Analysis for Data Reduction in Structural Health Monitoring on Low-Cost IoT Gateways
2019 Burrello A.; Marchioni A.; Brunelli D.; Benini L.
Work-in-progress: Dory: Lightweight memory hierarchy management for deep NN inference on iot endnodes
2019 Burrello A.; Conti F.; Garofalo A.; Rossi D.; Benini L.
Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence
2020 Daghero F.; Burrello A.; Pagliari D.J.; Benini L.; Macii E.; Poncino M.
Enhancing structural health monitoring with vehicle identification and tracking
2020 Burrello A.; Brunelli D.; Malavisi M.; Benini L.
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks
2020 Zanghieri M.; Benatti S.; Conti F.; Burrello A.; Benini L.
Hyperdimensional Computing with Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings
2020 Burrello A.; Schindler K.; Benini L.; Rahimi A.
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor
2020 Zanghieri, Marcello; Benatti, Simone; Burrello, Alessio; Kartsch, Victor; Conti, Francesco; Benini, Luca
Pruning in Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks
2021 Risso M.; Burrello A.; Pagliari D.J.; Conti F.; Lamberti L.; MacIi E.; Benini L.; Poncino M.
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices
2021 Burrello, Alessio; Pagliari, Daniele Jahier; Risso, Matteo; Benatti, Simone; Macii, Enrico; Benini, Luca; Poncino, Massimo
Damage detection in structural health monitoring with spiking neural networks
2021 Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A.
Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks
2021 Seyedkazemi Ardebili M.; Zanghieri M.; Burrello A.; Beneventi F.; Acquaviva A.; Benini L.; Bartolini A.
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection
2021 Burrello, Alessio; Benatti, Simone; Schindler, Kaspar Anton; Benini, Luca; Rahimi, Abbas
Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks
2021 Burrello A.; Pagliari D.J.; Bartolini A.; Benini L.; Macii E.; Poncino M.
Spiking neural network-based near-sensor computing for damage detection in structural health monitoring
2021 Barchi F.; Zanatta L.; Parisi E.; Burrello A.; Brunelli D.; Bartolini A.; Acquaviva A.
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference
2021 Alessio Burrello; Alberto Dequino; Daniele Jahier Pagliari; Francesco Conti; Marcello Zanghieri; Enrico Macii; Luca Benini; Massimo Poncino
Low-latency detection of epileptic seizures from IEEG with temporal convolutional networks on a low-power parallel MCU
2021 Zanghieri M.; Burrello A.; Benatti S.; Schindler K.; Benini L.
DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs
2021 Burrello, Alessio; Garofalo, Angelo; Bruschi, Nazareno; Tagliavini, Giuseppe; Rossi, Davide; Conti, Francesco
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Immunohistopathology and Steroid Profiles Associated With Biochemical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism | Meyer, Lucie S.; Wang, Xiao; Sušnik, Eva; Burrello, Jacopo; Burrello, Alessio; Castellano, Isabel...la; Eisenhofer, Graeme; Fallo, Francesco; Kline, Gregory A.; Knösel, Thomas; Kocjan, Tomaz; Lenders, Jacques W M; Mulatero, Paolo; Naruse, Mitsuhide; Nishikawa, Tetsuo; Peitzsch, Mirko; Rump, Lars C.; Beuschlein, Felix; Hahner, Stefanie; Gomez-Sanchez, Celso E.; Reincke, Martin; Williams, Tracy Ann | 2018-01-01 | HYPERTENSION | - | 1.01 Articolo in rivista | - |
| One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing | Burrello, Alessio; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas | 2018-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms | Burrello A.; Cavigelli L.; Schindler K.; Benini L.; Rahimi A. | 2019-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Laelaps_An Energy-Efficient Seizure Detection Algorithm.pdf; Laelaps am.pdf |
| Embedding Principal Component Analysis for Data Reduction in Structural Health Monitoring on Low-Cost IoT Gateways | Burrello A.; Marchioni A.; Brunelli D.; Benini L. | 2019-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | - |
| Work-in-progress: Dory: Lightweight memory hierarchy management for deep NN inference on iot endnodes | Burrello A.; Conti F.; Garofalo A.; Rossi D.; Benini L. | 2019-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | esweek_dory_postprint.pdf |
| Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence | Daghero F.; Burrello A.; Pagliari D.J.; Benini L.; Macii E.; Poncino M. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Enhancing structural health monitoring with vehicle identification and tracking | Burrello A.; Brunelli D.; Malavisi M.; Benini L. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Enhancing Structural Health.pdf; Enhancing Structural Health_Postprint.pdf |
| Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks | Zanghieri M.; Benatti S.; Conti F.; Burrello A.; Benini L. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Hyperdimensional Computing with Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings | Burrello A.; Schindler K.; Benini L.; Rahimi A. | 2020-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING | - | 1.01 Articolo in rivista | Hyperdimensional Computing TBME2019pp.pdf |
| Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor | Zanghieri, Marcello; Benatti, Simone; Burrello, Alessio; Kartsch, Victor; Conti, Francesco; Benin...i, Luca | 2020-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | Robust Real-Time.pdf |
| Pruning in Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks | Risso M.; Burrello A.; Pagliari D.J.; Conti F.; Lamberti L.; MacIi E.; Benini L.; Poncino M. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | DAC21___Pruning_in_time_redux.pdf |
| Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices | Burrello, Alessio; Pagliari, Daniele Jahier; Risso, Matteo; Benatti, Simone; Macii, Enrico; Benin...i, Luca; Poncino, Massimo | 2021-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | Q-PPG_Energy-Efficient_PPG-Based_Heart_Rate_Monitoring_on_Wearable_Devices (1).pdf; TbioCAS21___Q_PPG.aav.pdf |
| Damage detection in structural health monitoring with spiking neural networks | Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks | Seyedkazemi Ardebili M.; Zanghieri M.; Burrello A.; Beneventi F.; Acquaviva A.; Benini L.; Bartol...ini A. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection | Burrello, Alessio; Benatti, Simone; Schindler, Kaspar Anton; Benini, Luca; Rahimi, Abbas | 2021-01-01 | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS | - | 1.01 Articolo in rivista | jbhimerged.pdf |
| Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks | Burrello A.; Pagliari D.J.; Bartolini A.; Benini L.; Macii E.; Poncino M. | 2021-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| Spiking neural network-based near-sensor computing for damage detection in structural health monitoring | Barchi F.; Zanatta L.; Parisi E.; Burrello A.; Brunelli D.; Bartolini A.; Acquaviva A. | 2021-01-01 | FUTURE INTERNET | - | 1.01 Articolo in rivista | 2021_spiking_neural_network.pdf |
| TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference | Alessio Burrello; Alberto Dequino; Daniele Jahier Pagliari; Francesco Conti; Marcello Zanghieri; ...Enrico Macii; Luca Benini; Massimo Poncino | 2021-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Low-latency detection of epileptic seizures from IEEG with temporal convolutional networks on a low-power parallel MCU | Zanghieri M.; Burrello A.; Benatti S.; Schindler K.; Benini L. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs | Burrello, Alessio; Garofalo, Angelo; Bruschi, Nazareno; Tagliavini, Giuseppe; Rossi, Davide; Cont...i, Francesco | 2021-01-01 | IEEE TRANSACTIONS ON COMPUTERS | - | 1.01 Articolo in rivista | 2008.0127pp.pdf |
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