PORTO @ Archivio Istituzionale della Ricerca

BURRELLO, ALESSIO
 Distribuzione geografica
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Continente #
AS - Asia 6.114
EU - Europa 3.439
NA - Nord America 3.235
SA - Sud America 497
AF - Africa 85
OC - Oceania 5
Continente sconosciuto - Info sul continente non disponibili 1
Totale 13.376
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Nazione #
US - Stati Uniti d'America 3.158
SG - Singapore 1.864
VN - Vietnam 1.721
CN - Cina 1.144
IT - Italia 1.070
RU - Federazione Russa 1.008
KR - Corea 425
BR - Brasile 419
BE - Belgio 297
HK - Hong Kong 276
DE - Germania 231
FR - Francia 160
IN - India 145
IE - Irlanda 138
GB - Regno Unito 115
ID - Indonesia 89
NL - Olanda 79
FI - Finlandia 77
PH - Filippine 65
JP - Giappone 53
TH - Thailandia 53
AT - Austria 52
TR - Turchia 49
CH - Svizzera 43
TW - Taiwan 40
CA - Canada 39
MA - Marocco 35
IQ - Iraq 34
AR - Argentina 30
BD - Bangladesh 23
JO - Giordania 23
UA - Ucraina 23
ES - Italia 22
MX - Messico 22
PK - Pakistan 21
PT - Portogallo 20
SE - Svezia 19
PL - Polonia 15
EC - Ecuador 12
ZA - Sudafrica 12
BG - Bulgaria 11
CO - Colombia 10
CZ - Repubblica Ceca 10
DZ - Algeria 10
UZ - Uzbekistan 10
AZ - Azerbaigian 9
IL - Israele 9
AE - Emirati Arabi Uniti 8
RO - Romania 8
SA - Arabia Saudita 8
VE - Venezuela 8
KE - Kenya 7
KZ - Kazakistan 7
LT - Lituania 7
AL - Albania 6
GR - Grecia 6
IR - Iran 6
OM - Oman 6
PE - Perù 6
TN - Tunisia 6
CL - Cile 5
EG - Egitto 5
AU - Australia 4
DO - Repubblica Dominicana 4
PY - Paraguay 4
DK - Danimarca 3
HU - Ungheria 3
LB - Libano 3
MY - Malesia 3
NP - Nepal 3
PA - Panama 3
SN - Senegal 3
AM - Armenia 2
BA - Bosnia-Erzegovina 2
BB - Barbados 2
BH - Bahrain 2
EE - Estonia 2
ET - Etiopia 2
HN - Honduras 2
IS - Islanda 2
KH - Cambogia 2
LK - Sri Lanka 2
MN - Mongolia 2
MU - Mauritius 2
NO - Norvegia 2
QA - Qatar 2
UY - Uruguay 2
BO - Bolivia 1
CD - Congo 1
CI - Costa d'Avorio 1
CR - Costa Rica 1
CY - Cipro 1
GE - Georgia 1
GT - Guatemala 1
HR - Croazia 1
JM - Giamaica 1
LA - Repubblica Popolare Democratica del Laos 1
LI - Liechtenstein 1
LU - Lussemburgo 1
LV - Lettonia 1
Totale 13.365
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Città #
Singapore 1.133
San Jose 639
Turin 521
Ho Chi Minh City 462
Hanoi 390
Ashburn 375
Seoul 321
Brussels 287
Hefei 265
Dallas 240
Hong Kong 213
Santa Clara 201
Moscow 175
Los Angeles 166
Boardman 159
Beijing 156
Dublin 137
Council Bluffs 125
Da Nang 84
Lauterbourg 83
Jakarta 77
Chandler 76
Haiphong 58
Milan 58
New York 55
Seattle 50
Nuremberg 49
Buffalo 46
Lappeenranta 46
Frankfurt am Main 41
Rheinfelden 41
Southend 40
Munich 37
Rome 37
São Paulo 35
Tongling 35
Istanbul 33
Vienna 33
Redondo Beach 32
Tokyo 32
Casablanca 29
Bologna 28
Amsterdam 26
Houston 26
Hải Dương 26
Shanghai 25
Princeton 24
Bangkok 22
Des Moines 21
Bern 20
Helsinki 19
Piscataway 19
London 18
Orem 18
Rio de Janeiro 18
Biên Hòa 16
Brooklyn 16
Paris 16
The Dalles 16
Baghdad 15
Can Tho 15
Lisbon 15
Berlin 14
Mumbai 14
Ann Arbor 13
Belo Horizonte 13
Bình Phước 13
Torino 13
Tân Tiến 13
Bắc Giang 12
Cangzhou 12
Chennai 12
Florence 12
Quận Ba 12
Thái Nguyên 12
Turku 12
Urbino 12
Columbus 11
Montreal 11
Naaldwijk 11
Nha Trang 11
Long Xuyen 10
Manila 10
Stockholm 10
Warsaw 10
Boston 9
Bắc Ninh 9
Chicago 9
Madrid 9
San Francisco 9
Sofia 9
Taichung 9
Vĩnh Long 9
Yubileyny 9
Zurich 9
Atlanta 8
Baku 8
Catania 8
Groningen 8
Leicester 8
Totale 7.894
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Nome #
Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes 305
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices 265
Integrating SystemC-AMS power modeling with a RISC-V ISS for virtual prototyping of battery-operated embedded devices 254
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference 252
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices 241
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables 230
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks 229
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation 222
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers 220
HW-SW Optimization of DNNs for Privacy-Preserving People Counting on Low-Resolution Infrared Arrays 217
Ultra-compact binary neural networks for human activity recognition on RISC-V processors 216
Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data 214
PLiNIO: A User-Friendly Library of Gradient-based Methods for Complexity-aware DNN Optimization 213
Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference 212
Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones 212
Coupling Neural Networks and Physics Equations For Li-Ion Battery State-of-Charge Prediction 200
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge 198
Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence 197
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers 195
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring 193
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks 193
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring 187
RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project 177
Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices 176
Adaptive Deep Learning for Efficient Visual Pose Estimation Aboard Ultra-Low-Power Nano-Drones 176
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference 168
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning 167
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes 167
Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data 166
POSTER: V-Seek: Optimizing LLM Reasoning on A Server-Class General-Purpose RISC-V Platform 164
Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time 156
Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks 156
Profiling Inflammatory Extracellular Vesicles in Plasma and Cerebrospinal Fluid: An Optimized Diagnostic Model for Parkinson's Disease 155
Robust and Energy-Efficient PPG-Based Heart-Rate Monitoring 154
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition 153
MEbots: Integrating a RISC-V Virtual Platform with a Robotic Simulator for Energy-aware Design 152
MATCH: Model-Aware TVM-Based Compilation for Heterogeneous Edge Devices 146
Integrating SystemC TLM into FMI 3.0 Co-Simulations with an Open-Source Approach 146
Optimizing the Deployment of Tiny Transformers on Low-Power MCUs 145
Performance evaluation of acceleration of convolutional layers on OpenEdgeCGRA 144
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks 139
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs 136
Supervised and unsupervised learning to define the cardiovascular risk of patients according to an extracellular vesicle molecular signature 132
Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow 131
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices 131
Pruning in Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks 131
Prediction of hyperaldosteronism subtypes when adrenal vein sampling is unilaterally successful 128
Automatic integration of SystemC in the FMI standard for Software-defined Vehicle design 127
DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs 126
Damage Detection in Structural Health Monitoring with Spiking Neural Networks 124
Feature-Level Cross-Attentional PPG and Motion Signal Fusion for Heart Rate Estimation 123
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation 123
Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers 121
Machine learning applied to ambulatory blood pressure monitoring: a new tool to diagnose autonomic failure? 120
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs 119
Identification of a serum and urine extracellular vesicle signature predicting renal outcome after kidney transplant 119
Foundation Models for Structural Health Monitoring 117
Spiking Neural Network-Based Near-Sensor Computing for Damage Detection in Structural Health Monitoring 112
Development of a prediction score to avoid confirmatory testing in patients with suspected primary aldosteronism 110
A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes 110
Detection of orthostatic hypotension with ambulatory blood pressure monitoring in parkinson's disease 108
A dynamic clamping approach using in silico IK1 current for discrimination of chamber-specific hiPSC-derived cardiomyocytes 107
Work-in-Progress: DORY: Lightweight Memory Hierarchy Management for Deep NN Inference on IoT Endnodes 105
Age- and sex-related variations in extracellular vesicle profiling for the assessment of cardiovascular risk: the EVaging index 105
Fully Onboard AI-Powered Human-Drone Pose Estimation on Ultralow-Power Autonomous Flying Nano-UAVs 102
ExaMon-X: A Predictive Maintenance Framework for Automatic Monitoring in Industrial IoT Systems 102
Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs 102
Blood pressure circadian rhythm alterations in alpha-synucleinopathies 101
Hyperdimensional Computing With Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings 100
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring 100
HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms 100
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network 99
Circulating extracellular vesicles are endowed with enhanced procoagulant activity in SARS-CoV-2 infection 97
Development and Validation of Prediction Models for Subtype Diagnosis of Patients With Primary Aldosteronism 96
Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms 95
Clinical Score and Machine Learning-Based Model to Predict Diagnosis of Primary Aldosteronism in Arterial Hypertension 95
Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring 94
The Primary Aldosteronism Surgical Outcome Score for the Prediction of Clinical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism 93
An extracellular vesicle epitope profile is associated with acute myocardial infarction 92
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks 91
Immune profiling of plasma-derived extracellular vesicles identifies Parkinson disease 90
Optimizing Foundation Model Inference on a Many-Tiny-Core Open-Source RISC-V Platform 90
Classification of microadenomas in patients with primary aldosteronism by steroid profiling 89
Tackling Time-Variability in sEMG-based Gesture Recognition with On-Device Incremental Learning and Temporal Convolutional Networks 89
Risk stratification of patients with SARS-CoV-2 by tissue factor expression in circulating extracellular vesicles 88
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring 87
Model-based vs. Data-driven Approaches for Anomaly Detection in Structural Health Monitoring: a Case Study 85
Prediction of All-Cause Mortality Following Percutaneous Coronary Intervention in Bifurcation Lesions Using Machine Learning Algorithms 84
Circulating extracellular vesicles as non-invasive biomarker of rejection in heart transplant 84
Low-Latency Detection of Epileptic Seizures from iEEG with Temporal Convolutional Networks on a Low-Power Parallel MCU 82
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection 82
Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks 81
Extracellular Vesicle Surface Markers as a Diagnostic Tool in Transient Ischemic Attacks 81
sEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller 78
Enhancing Structural Health Monitoring with Vehicle Identification and Tracking 78
Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways 75
Immunohistopathology and Steroid Profiles Associated With Biochemical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism 73
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor 69
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing 64
Totale 13.745
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Categoria #
all - tutte 40.454
article - articoli 19.210
book - libri 0
conference - conferenze 21.244
curatela - curatele 0
other - altro 0
patent - brevetti 0
selected - selezionate 0
volume - volumi 0
Totale 80.908
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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
2024/20253.084 22 353 131 438 164 163 291 231 343 184 258 506
2025/20268.640 673 388 583 778 352 407 1.133 669 2.310 1.177 170 0
Totale 13.745