CRIS Current Research Information System

BURRELLO, ALESSIO
 Distribuzione geografica
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Continente #
AS - Asia 2.846
NA - Nord America 2.822
EU - Europa 1.876
AF - Africa 243
SA - Sud America 167
OC - Oceania 6
Totale 7.960
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Nazione #
US - Stati Uniti d'America 2.768
SG - Singapore 811
CN - Cina 726
IT - Italia 674
VN - Vietnam 517
DE - Germania 319
HK - Hong Kong 242
GB - Regno Unito 160
IN - India 121
SE - Svezia 121
CI - Costa d'Avorio 119
FI - Finlandia 116
BD - Bangladesh 113
BR - Brasile 110
FR - Francia 106
KR - Corea 97
NL - Olanda 92
IE - Irlanda 59
RU - Federazione Russa 51
SC - Seychelles 43
CH - Svizzera 41
JP - Giappone 41
ZA - Sudafrica 32
AR - Argentina 28
CA - Canada 28
TG - Togo 28
ID - Indonesia 27
ES - Italia 26
TR - Turchia 21
UA - Ucraina 21
JO - Giordania 20
TW - Taiwan 20
AT - Austria 19
PH - Filippine 17
TH - Thailandia 17
BG - Bulgaria 15
PL - Polonia 14
MX - Messico 13
HR - Croazia 8
IQ - Iraq 8
CO - Colombia 7
DZ - Algeria 7
PK - Pakistan 7
BE - Belgio 6
GR - Grecia 6
IR - Iran 6
SA - Arabia Saudita 6
VE - Venezuela 6
AU - Australia 5
CL - Cile 5
LT - Lituania 5
AE - Emirati Arabi Uniti 4
EC - Ecuador 4
IL - Israele 4
RS - Serbia 4
DK - Danimarca 3
DO - Repubblica Dominicana 3
EG - Egitto 3
ET - Etiopia 3
JM - Giamaica 3
KE - Kenya 3
MN - Mongolia 3
TN - Tunisia 3
UY - Uruguay 3
UZ - Uzbekistan 3
AZ - Azerbaigian 2
BB - Barbados 2
CR - Costa Rica 2
EE - Estonia 2
HN - Honduras 2
KZ - Kazakistan 2
LK - Sri Lanka 2
MD - Moldavia 2
MY - Malesia 2
NP - Nepal 2
PY - Paraguay 2
SK - Slovacchia (Repubblica Slovacca) 2
BF - Burkina Faso 1
BO - Bolivia 1
GH - Ghana 1
HU - Ungheria 1
KW - Kuwait 1
LA - Repubblica Popolare Democratica del Laos 1
LB - Libano 1
LV - Lettonia 1
PE - Perù 1
PG - Papua Nuova Guinea 1
QA - Qatar 1
RO - Romania 1
SI - Slovenia 1
SV - El Salvador 1
SY - Repubblica araba siriana 1
Totale 7.960
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Città #
Singapore 562
Ann Arbor 540
Ashburn 314
Hong Kong 222
Santa Clara 184
Chandler 161
Hefei 157
San Jose 144
Ho Chi Minh City 135
Bologna 132
Hanoi 126
Munich 123
Abidjan 119
Southend 100
Helsinki 91
Fairfield 79
Seoul 78
Beijing 73
Boardman 64
New York 62
Dublin 60
Milan 56
Wilmington 56
Princeton 55
Turin 53
Dallas 51
Los Angeles 46
Council Bluffs 42
Lauterbourg 38
Frankfurt am Main 34
Woodbridge 34
Houston 29
Buffalo 28
Lomé 28
Nuremberg 28
Seattle 28
Tokyo 27
Johannesburg 25
Redmond 23
Haiphong 22
Medford 22
Guangzhou 21
Rome 21
Redondo Beach 20
Cambridge 19
Amman 18
Shanghai 18
Berlin 17
Chicago 17
Jakarta 17
Bengaluru 16
Atlanta 15
Cesena 15
London 15
Sofia 15
The Dalles 15
Zurich 15
Turku 13
Washington 13
Cagliari 12
Florence 12
Shenzhen 12
Amsterdam 11
Bagnacavallo 11
Castel Maggiore 11
Forlì 11
Taipei 11
Tianjin 11
Verona 11
Da Nang 10
Düsseldorf 10
Nanjing 10
Orem 10
Paris 10
San Diego 10
San Francisco 10
São Paulo 10
Toronto 10
Des Moines 9
Kansas City 9
Lappeenranta 9
Bexley 8
Biên Hòa 8
Falkenstein 8
Istanbul 8
Mexico City 8
Norwalk 8
Phoenix 8
Tappahannock 8
Vienna 8
Chengdu 7
Jinan 7
Rimini 7
Roubaix 7
Warsaw 7
Westminster 7
Avellino 6
Bangkok 6
Bern 6
Can Tho 6
Totale 4.919
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Nome #
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor 334
Enhancing structural health monitoring with vehicle identification and tracking 294
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring 287
A dynamic clamping approach using in silico IK1 current for discrimination of chamber-specific hiPSC-derived cardiomyocytes 250
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection 244
Spiking neural network-based near-sensor computing for damage detection in structural health monitoring 239
ExaMon-X: a Predictive Maintenance Framework for Automatic Monitoring in Industrial IoT Systems 227
Work-in-progress: Dory: Lightweight memory hierarchy management for deep NN inference on iot endnodes 218
Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow 215
SEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller 199
Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms 196
A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes 188
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices 187
Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low Power Autonomous Flying Nano-UAVs 187
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing 186
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge 182
Immunohistopathology and Steroid Profiles Associated With Biochemical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism 182
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring 179
DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs 178
Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers 166
Embedding Principal Component Analysis for Data Reduction in Structural Health Monitoring on Low-Cost IoT Gateways 163
A 3 TOPS/W RISC-V Parallel Cluster for Inference of Fine-Grain Mixed-Precision Quantized Neural Networks 156
Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks 155
Pruning in Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks 144
Hyperdimensional Computing with Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings 139
Damage detection in structural health monitoring with spiking neural networks 139
Model-based vs. Data-driven Approaches for Anomaly Detection in Structural Health Monitoring: A Case Study 134
Low-latency detection of epileptic seizures from IEEG with temporal convolutional networks on a low-power parallel MCU 133
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks 131
Tackling time-variability in semg-based gesture recognition with on-device incremental learning and temporal convolutional networks 127
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference 126
Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring 122
Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence 122
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network 114
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference 109
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring 108
RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project 107
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition 107
Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks 105
UNSUPERVISED VEHICLE CLASSIFICATION USING A STRUCTURAL HEALTH MONITORING SYSTEM 94
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference 92
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs 87
Optimizing Foundation Model Inference on a Many-Tiny-Core Open-Source RISC-V Platform 84
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables 78
HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms 77
WIP: Automatic DNN Deployment on Heterogeneous Platforms: The GAP9 Case Study 76
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs 69
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers 68
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks 68
Robust and energy-efficient PPG-based heart-rate monitoring 66
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning 62
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers 57
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation 53
POSTER: V-Seek: Optimizing LLM Reasoning on A Server-Class General-Purpose RISC-V Platform 52
Foundation Models for Structural Health Monitoring 50
Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference 45
EMG Acquisition and Processing for Hand Movement Decoding on Embedded Systems: State of the Art and Challenges 43
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes 39
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation 38
Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data 35
MATCH: Model-Aware TVM-Based Compilation for Heterogeneous Edge Devices 33
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks 29
Totale 8.174
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Categoria #
all - tutte 23.702
article - articoli 0
book - libri 0
conference - conferenze 0
curatela - curatele 0
other - altro 0
patent - brevetti 0
selected - selezionate 0
volume - volumi 0
Totale 23.702
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Totale Lug Ago Sett Ott Nov Dic Gen Feb Mar Apr Mag Giu
2020/202150 0 0 0 0 0 0 0 0 0 0 0 50
2021/20221.155 42 7 74 74 90 79 99 177 178 50 176 109
2022/2023832 67 98 43 68 73 68 27 59 169 40 74 46
2023/2024536 22 61 52 26 76 62 48 38 31 54 40 26
2024/20251.692 90 120 156 101 260 89 166 126 54 92 97 341
2025/20263.518 268 345 276 261 353 182 281 162 659 285 222 224
Totale 8.174