PORTO @ Archivio Istituzionale della Ricerca

BURRELLO, ALESSIO
 Distribuzione geografica
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Continente #
EU - Europa 1.323
NA - Nord America 766
AS - Asia 489
SA - Sud America 7
AF - Africa 3
OC - Oceania 2
Totale 2.590
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Nazione #
US - Stati Uniti d'America 755
IT - Italia 506
BE - Belgio 293
SG - Singapore 210
IE - Irlanda 115
DE - Germania 110
CN - Cina 104
ID - Indonesia 75
GB - Regno Unito 73
RU - Federazione Russa 60
FR - Francia 32
CH - Svizzera 29
NL - Olanda 28
HK - Hong Kong 22
FI - Finlandia 21
JO - Giordania 19
KR - Corea 19
IN - India 16
BG - Bulgaria 9
CA - Canada 9
CZ - Repubblica Ceca 8
JP - Giappone 7
SE - Svezia 7
UA - Ucraina 7
AT - Austria 5
BR - Brasile 5
RO - Romania 5
GR - Grecia 4
IR - Iran 3
VN - Vietnam 3
AE - Emirati Arabi Uniti 2
AU - Australia 2
ES - Italia 2
KH - Cambogia 2
PL - Polonia 2
AL - Albania 1
CI - Costa d'Avorio 1
CO - Colombia 1
DK - Danimarca 1
DO - Repubblica Dominicana 1
DZ - Algeria 1
EE - Estonia 1
IL - Israele 1
IQ - Iraq 1
LI - Liechtenstein 1
LT - Lituania 1
MX - Messico 1
NO - Norvegia 1
PE - Perù 1
PK - Pakistan 1
SA - Arabia Saudita 1
SI - Slovenia 1
SN - Senegal 1
TH - Thailandia 1
TW - Taiwan 1
UZ - Uzbekistan 1
Totale 2.590
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Città #
Brussels 286
Turin 213
Singapore 168
Boardman 154
Dublin 115
Chandler 76
Jakarta 74
Council Bluffs 65
Seattle 48
Rheinfelden 41
Southend 40
Ashburn 36
Milan 28
Santa Clara 27
Princeton 24
Beijing 23
Houston 23
Rome 22
Bern 20
Frankfurt am Main 20
Bologna 15
Ann Arbor 13
Piscataway 13
Torino 13
Berlin 12
Helsinki 12
Urbino 12
Naaldwijk 11
Paris 10
Lappeenranta 9
Amsterdam 8
Leicester 8
Redmond 8
Shanghai 8
Sofia 8
Washington 8
Bremen 7
Florence 7
Gallipoli 7
Verona 7
Wilmington 7
Mumbai 6
New York 6
Yubileyny 6
Arezzo 5
Mango 5
Paderno Dugnano 5
Rosice 5
Vienna 5
Fairfield 4
Genoa 4
Hong Kong 4
Oxford 4
Tokyo 4
Valsamoggia 4
Venaria Reale 4
Zurich 4
Casorate Primo 3
Catania 3
Chennai 3
Galati 3
Hilversum 3
Leuven 3
Racconigi 3
San Lazzaro di Savena 3
Teano 3
Trezzano Sul Naviglio 3
Wetzlar 3
Americana 2
Atlanta 2
Bari 2
Boydton 2
Brampton 2
Cagliari 2
Calenzano 2
Central 2
Cesena 2
Chicago 2
Dubai 2
Ha Kwai Chung 2
Halesowen 2
Ho Chi Minh City 2
Ivrea 2
Los Angeles 2
Lugano 2
Macerata 2
Miami 2
Montréal 2
Morioka 2
Nadiad 2
Nice 2
Noci 2
Padova 2
Pardubice 2
Pastrengo 2
Phnom Penh 2
Reggio Calabria 2
Renens 2
Riano 2
Salerno 2
Totale 1.878
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Nome #
Ultra-compact binary neural networks for human activity recognition on RISC-V processors 111
Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence 106
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices 104
Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks 93
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference 90
Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes 89
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference 78
Robust and Energy-Efficient PPG-Based Heart-Rate Monitoring 75
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices 72
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks 68
Pruning in Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks 67
PLiNIO: A User-Friendly Library of Gradient-based Methods for Complexity-aware DNN Optimization 65
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring 61
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers 61
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge 58
Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference 55
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers 54
Profiling Inflammatory Extracellular Vesicles in Plasma and Cerebrospinal Fluid: An Optimized Diagnostic Model for Parkinson's Disease 54
Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data 53
Integrating SystemC-AMS power modeling with a RISC-V ISS for virtual prototyping of battery-operated embedded devices 52
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition 43
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks 41
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning 40
Adaptive Deep Learning for Efficient Visual Pose Estimation Aboard Ultra-Low-Power Nano-Drones 40
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs 39
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation 38
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes 36
RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project 36
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring 32
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables 31
Supervised and unsupervised learning to define the cardiovascular risk of patients according to an extracellular vesicle molecular signature 31
Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones 30
DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs 29
Identification of a serum and urine extracellular vesicle signature predicting renal outcome after kidney transplant 29
Feature-Level Cross-Attentional PPG and Motion Signal Fusion for Heart Rate Estimation 28
HW-SW Optimization of DNNs for Privacy-Preserving People Counting on Low-Resolution Infrared Arrays 27
Hyperdimensional Computing With Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings 26
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices 26
Detection of orthostatic hypotension with ambulatory blood pressure monitoring in parkinson's disease 25
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks 25
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks 24
sEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller 23
Performance evaluation of acceleration of convolutional layers on OpenEdgeCGRA 22
Prediction of All-Cause Mortality Following Percutaneous Coronary Intervention in Bifurcation Lesions Using Machine Learning Algorithms 22
ExaMon-X: A Predictive Maintenance Framework for Automatic Monitoring in Industrial IoT Systems 22
An extracellular vesicle epitope profile is associated with acute myocardial infarction 22
Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks 22
Machine learning applied to ambulatory blood pressure monitoring: a new tool to diagnose autonomic failure? 22
Low-Latency Detection of Epileptic Seizures from iEEG with Temporal Convolutional Networks on a Low-Power Parallel MCU 21
Circulating extracellular vesicles as non-invasive biomarker of rejection in heart transplant 21
Risk stratification of patients with SARS-CoV-2 by tissue factor expression in circulating extracellular vesicles 21
A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes 21
Prediction of hyperaldosteronism subtypes when adrenal vein sampling is unilaterally successful 21
Development and Validation of Prediction Models for Subtype Diagnosis of Patients With Primary Aldosteronism 20
Immune profiling of plasma-derived extracellular vesicles identifies Parkinson disease 20
Model-based vs. Data-driven Approaches for Anomaly Detection in Structural Health Monitoring: a Case Study 20
Development of a prediction score to avoid confirmatory testing in patients with suspected primary aldosteronism 19
Work-in-Progress: DORY: Lightweight Memory Hierarchy Management for Deep NN Inference on IoT Endnodes 19
Spiking Neural Network-Based Near-Sensor Computing for Damage Detection in Structural Health Monitoring 19
Clinical Score and Machine Learning-Based Model to Predict Diagnosis of Primary Aldosteronism in Arterial Hypertension 19
HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms 19
Fully Onboard AI-Powered Human-Drone Pose Estimation on Ultralow-Power Autonomous Flying Nano-UAVs 18
Classification of microadenomas in patients with primary aldosteronism by steroid profiling 18
The Primary Aldosteronism Surgical Outcome Score for the Prediction of Clinical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism 18
Immunohistopathology and Steroid Profiles Associated With Biochemical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism 18
Tackling Time-Variability in sEMG-based Gesture Recognition with On-Device Incremental Learning and Temporal Convolutional Networks 18
Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms 18
A dynamic clamping approach using in silico IK1 current for discrimination of chamber-specific hiPSC-derived cardiomyocytes 17
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network 17
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring 16
Damage Detection in Structural Health Monitoring with Spiking Neural Networks 16
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring 16
Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring 16
Enhancing Structural Health Monitoring with Vehicle Identification and Tracking 15
Extracellular Vesicle Surface Markers as a Diagnostic Tool in Transient Ischemic Attacks 15
Blood pressure circadian rhythm alterations in alpha-synucleinopathies 14
Circulating extracellular vesicles are endowed with enhanced procoagulant activity in SARS-CoV-2 infection 14
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection 13
Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways 13
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor 10
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing 10
Totale 2.867
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Categoria #
all - tutte 15.413
article - articoli 7.334
book - libri 0
conference - conferenze 8.079
curatela - curatele 0
other - altro 0
patent - brevetti 0
selected - selezionate 0
volume - volumi 0
Totale 30.826
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Totale Lug Ago Sett Ott Nov Dic Gen Feb Mar Apr Mag Giu
2020/202123 0 0 0 0 0 0 0 0 0 0 0 23
2021/2022290 82 12 41 10 7 3 2 10 24 10 51 38
2022/2023896 19 28 44 54 45 39 75 41 53 18 93 387
2023/2024812 42 91 112 52 40 96 62 89 22 31 73 102
2024/2025846 22 353 131 340 0 0 0 0 0 0 0 0
Totale 2.867