Publications

A Reconfigurable High Dynamic Range Delta-Sigma Front End with Event-Based Decimation for Bandwidth-EfficientImplantable Neural Interfaces

N. Martinez; J. Sapriza; P. D. Schiavone; L. Bashford; A. Jackson et al. 

Keep All in Memory with Maxwell: a Near-SRAM Computing Architecture for Edge AI Applications

G. A. Eggermann; G. Ansaloni; D. Atienza Alonso 

An MLIR-based Compilation Framework for CGRA Application Deployment

Y. Wang; C. Tirelli; L. Orlandic; J. Sapriza; R. Rodríguez Álvarez et al. 

Autonomous exploration of the PBF-LB parameter space: An uncertainty-driven algorithm for automated processing map generation

G. Masinelli; L. Schlenger; K. Wasmer; T. Ivas; J. Jhabvala et al. 

LIONHEART: A Layer-based Mapping Framework for Heterogeneous Systems with Analog In-Memory Computing Tiles

C. Lammie; Y. Wang; J. Klein; F. Ponzina; H. Benmeziane et al. 

Toward Autonomous Laser Manufacturing: Solving Key Challenges in Optimization, Monitoring, and Control

Dependence of divertor turbulence on plasma density and current in TCV

C. Wuthrich; C. Theiler; D. SILVA OLIVEIRA; Y. Wang; R. Ducker et al. 

Enabling Deep Learning Models for Seizure Monitoring within Wearables Lifecycle

Characterization of the I-phase regime at TCV

M. Griener; C. T. Wüthrich; Y. Wang; D. Brida; M. Faitsch et al. 

Multi-Objective Management for Many-Core Computing Servers

How to Count Coughs: An Event-Based Framework for Evaluating Automatic Cough Detection Algorithm Performance

L. Orlandic; J. Dan; J. P. R. Thevenot; T. Teijeiro; A. Sauty et al. 

Personalized Clustering for Emotion Recognition Improvement

L. Gutierrez; C. Lopez-Ongil; J. M. Lanza-Gutierrez; J. A. Miranda Calero 

WEMAC: Women and Emotion Multi-modal Affective Computing dataset

J. A. Miranda Calero; L. Gutiérrez-Martín; E. Rituerto-González; E. Romero-Perales; J. M. Lanza-Gutiérrez et al. 

Bank on Compute-near-Memory: Design Space Exploration of Processing-near-Bank Architectures

R. Medina Morillas; G. Ansaloni; M. Zapater Sancho; J. Levisse; S. A. Chamazcoti et al. 

Experimental research on the TCV tokamak

B. P. Duval; A. Abdolmaleki; M. Agostini; C. J. Ajay; S. Alberti et al. 

BiomedBench: A benchmark suite of TinyML biomedical applications for low-power wearables

D. Samakovlis; S. Albini; R. Rodríguez Álvarez; D-A. Constantinescu; P. D. Schiavone et al. 

Cytosolic delivery of monobodies using the bacterial type III secretion system inhibits oncogenic BCR: ABL1 signaling

C. Lebon; S. Grossmann; G. Mann; F. Lindner; A. Koide et al. 

Energy Efficient Co-design for Radio Interferometry using Reconfigurable Accelerators

D-A. Constantinescu; H. Chouh; A. Devresse; M. Peon Quiros; E. J. Orliac et al. 

UrbanTwin: An urban digital twin for climate action

D-A. Constantinescu; V. Kartsch; Y. Nakatsuka; P. Wiese; P. Orbanovik et al. 

ACE: Automated optimization towards iterative Classification in Edge health monitors

Y. Wang; L. Orlandic; S. Machetti; G. Ansaloni; D. Atienza Alonso 

An Evaluation Framework for Dynamic Thermal Management Strategies in 3D MultiProcessor System-on-Chip Co-Design

D. Huang; L. M. Costero Valero; D. Atienza Alonso 

Energy-Efficient FPGA Solutions for Large-Scale FFTs and Non-Uniform FFTs A Software-Hardware Co-Design Approach for Radio Interferometry

R. Rodríguez Álvarez; D-A. Constantinescu; M. Peon Quiros; A. Devresse; H. Chouh et al. 

Scaling Sustainable Computing: Advanced ML Techniques for Enhancing the Efficiency in the SKA Regional Data Centers

D-A. Constantinescu; D. Huang; D. Atienza Alonso 

Cross-layer Exploration of 2.5D Energy-Efficient Heterogeneous Chiplets Integration: From System Simulation to Open Hardware

A. Burdina; G. Catel Torres; D. Schiavone; M. Peón-Quirós; G. Ansaloni et al. 

Which Coupled is Best Coupled? An Exploration of AIMC Tile Interfaces and Load Balancing for CNNs

J. A. H. Klein; I. Boybat; G. Ansaloni; D. Atienza; Marina Zapater Sancho 

Role of radiation re-absorption in the thermal helium beam diagnostic

M. Ugoletti; M. Agostini; M. La Matina; P. Scarin; Y. Wang et al. 

TEE4EHR: Transformer event encoder for better representation learning in electronic health records

H. Karami; D. Atienza; A. Ionescu 

Energy-Efficient Frequency Selection Method for Bio-Signal Acquisition in AI/ML Wearables

H. Taji; J. A. Miranda Calero; M. Peon Quiros; D. Atienza Alonso 

Neuro-Inspired Edge AI Architectures for Distributed Federated Learning

D-A. Constantinescu; D. Atienza Alonso 

Validation of artificial intelligence for epileptic seizure detection: Moving from research into the clinic

J. Dan 

Scaling Sustainable Computing New Methods for Enhancing Efficiency in the SKA Regional Data Centers

D-A. Constantinescu; D. Huang; D. Atienza Alonso 

M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems

S. Baghersalimi; A. Amirshahi; F. Forooghifar; T. Teijeiro; AMIR AMINIFAR et al. 

Acoustical Features as Knee Health Biomarkers: A Critical Analysis

C. Kechris; J. P. R. Thevenot; T. Teijeiro; V. Stadelmann; N. Maffiuletti et al. 

DBFS: Dynamic Bitwidth-Frequency Scaling for Efficient Software-defined SIMD

P. Yu; F. Ponzina; A. S. J. Levisse; Biswas Dwaipayan; Ansaloni Giovanni et al. 

Performance evaluation of acceleration of convolutional layers on OpenEdgeCGRA

N. Carpentieri; J. Sapriza; D. Schiavone; D. J. Pagliari; D. Atienza et al. 

KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch

C. Kechris; J. Dan; J. A. Miranda Calero; D. Atienza Alonso 

Intermediate Address Space: virtual memory optimization of heterogeneous architectures for cache-resident workloads

Q. Liu; D. Huang; L. M. Costero Valero; M. Zapater Sancho; D. Atienza Alonso 

Resource-Efficient Continual Learning for Personalized Online Seizure Detection

A. Shahbazinia; F. Ponzina; J. A. Miranda Calero; J. Dan; G. Ansaloni et al. 

SAT-based Exact Modulo Scheduling Mapping for Resource-Constrained CGRAs

C. Tirelli; J. Sapriza; R. Rodríguez Álvarez; L. Ferretti; B. W. Denkinger et al. 

FETCH: A Fast and Efficient Technique for Channel Selection in EEG Wearable Systems

A. Amirshahi; J. Dan; J. A. Miranda Calero; A. Aminifar; D. Atienza Alonso 

FEMU: An Open-Source RISC-V Emulation Platform for the Exploration of Accelerator-based Edge Applications

S. Machetti; M. Peón Quirós; D. Kasap; J. Sapriza; R. Rodríguez et al. 

HEEPocrates: An Ultra-Low-Power RISC-V Microcontroller for Edge-Computing Healthcare Applications

S. Machetti; P. D. Schiavone; C. T. Müller; A. S. J. Levisse; M. Peon Quiros et al. 

An Energy Efficient Soft SIMD Microarchitecture and Its Application on Quantized CNNs

P. Yu; F. Ponzina; A. S. J. Levisse; Gupta Mohit; Biswas Dwaipayan et al. 

Is the powersave governor really saving power?

D. Huang; L. M. Costero Valero; D. Atienza Alonso 

CloudProphet: A Machine Learning-Based Performance Prediction for Public Clouds

D. Huang; L. M. Costero Valero; A. Pahlevan; M. Zapater Sancho; D. Atienza Alonso 

Accelerator-driven Data Arrangement to Minimize Transformers Run-time on Multi-core Architectures

A. Amirshahi; G. Ansaloni; D. Atienza Alonso 

Combining general and personal models for epilepsy detection with hyperdimensional computing

U. Pale; T. Teijeiro; S. Rheims; P. Ryvlin; D. Atienza 

PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties

J. Sun; Z. Du; A. Dai; S. Baghersalimi; A. Amirshahi et al. 

How to Count Coughs: An Event-Based Framework for Evaluating Automatic Cough Detection Algorithm Performance

L. Orlandic; J. Dan; J. Thevenot; T. Teijeiro; A. Sauty et al. 

SzCORE: Seizure Community Open-Source Research Evaluation framework for the validation of electroencephalography-based automated seizure detection algorithms

J. Dan; U. Pale; A. Amirshahi; W. Cappelletti; T. M. Ingolfsson et al. 

Exploring High-Performance and Energy-Efficient Architectures for Edge AI-Enabled Applications

SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers

H. Karami; D. Atienza Alonso; A. Ionescu 

A GRANDAB Decoder with 8.48 Gbps Worst-Case Throughput in 65nm CMOS

L. D. Blanc; V. Herrmann; Y. Ren; C. Muller; A. T. Kristensen et al. 

SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms

J. Dan; U. Pale; A. Amirshahi; W. Cappelletti; T. M. Ingolfsson et al. 

DC is all you need: describing ReLU from a signal processing standpoint

C. Kechris; J. Dan; J. A. Miranda Calero; D. Atienza Alonso 

Don’t Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNs

C. Kechris; J. Dan; J. A. Miranda Calero; D. Atienza Alonso 

Learning-based Hand Gesture Classification using Channel Impulse Response with UWB

C. Samanos; H. Miao; S. Li; A. Balatsoukas-Stimming; A. Burg 

Distributed Machine Learning Targeting Embedded Systems for Epilepsy Detection

Ambulatory seizure detection

A. Bernini; J. Dan; P. Ryvlin 

EdgeAI-Aware Design of In-Memory Computing Architectures

REMOTE: Re-thinking Task Mapping on Wireless 2.5D Systems-on-Package for Hotspot Removal

R. Medina Morillas; D. Huang; G. Ansaloni; M. Zapater Sancho; D. Atienza Alonso 

A 16-bit Floating-Point Near-SRAM Architecture for Low-power Sparse Matrix-Vector Multiplication

G. A. Eggermann; M. A. Rios; G. Ansaloni; D. Atienza Alonso 

Dynamic Scheduling for Event-Driven Embedded Industrial Applications

H. Taji; J. A. Miranda Calero; M. Peon Quiros; S. Balási; D. Atienza Alonso 

X-HEEP: An Open-Source, Configurable and Extendible RISC-V Microcontroller for the Exploration of Ultra-Low-Power Edge Accelerators

S. Machetti; P. D. Schiavone; C. T. Müller; M. Peon Quiros; D. Atienza Alonso 

Layer-Wise Learning Framework for Efficient DNN Deployment in Biomedical Wearable Systems

S. Baghersalimi; A. Amirshahi; T. Teijeiro; A. Aminifar; D. Atienza Alonso 

Overflow-free Compute Memories for Edge AI Acceleration

F. Ponzina; M. A. Rios; A. S. J. Levisse; G. Ansaloni; D. Atienza 

Event-based sampled ECG morphology reconstruction through self-similarity

S. Zanoli; G. Ansaloni; T. Teijeiro; D. Atienza 

Codesign Strategies for Energy-Efficient Exascale Computing for SKA Observatory

D-A. Constantinescu; B. W. Denkinger; M. Peon Quiros; J-P. Kneib; D. Atienza Alonso 

A Multimodal Dataset for Automatic Edge-AI Cough Detection

L. Orlandic; J. P. R. Thevenot; T. Teijeiro; D. Atienza Alonso 

Tradeoffs in Low-Power Accelerators Design for Large-Scale Interferometers

D-A. Constantinescu; B. W. Denkinger; M. Peon Quiros; D. Atienza Alonso 

Validating Full-System RISC-V Simulator: A Systematic Approach

K. Pathak; J. A. H. Klein; G. Ansaloni; M. Zapater Sancho; D. Atienza Alonso 

X-HEEP: An Open-Source, Configurable and Extendible RISC-V Microcontroller

P. D. Schiavone; S. Machetti; M. Peon Quiros; J. A. Miranda Calero; B. W. Denkinger et al. 

An Open-Hardware Coarse-Grained Reconfigurable Array for Edge Computing

R. Rodríguez Álvarez; B. W. Denkinger; J. Sapriza; J. A. Miranda Calero; G. Ansaloni et al. 

Dynamic power budget redistribution under a power cap on multi-application environments

L. Costero; F. D. Igual; K. Olcoz 

Acceleration of Control Intensive Applications on Coarse-Grained Reconfigurable Arrays for Embedded Systems

B. W. Denkinger; M. Peon Quiros; M. Konijnenburg; D. Atienza Alonso; F. Catthoor 

TiC-SAT: Tightly-coupled Systolic Accelerator for Transformers

A. Amirshahi; J. A. H. Klein; G. Ansaloni; D. Atienza Alonso 

Psychosomatic response to acute emotional stress in healthy students

E. Garcia Pages; A. Arza; J. Lazaro; C. Puig; T. Castro et al. 

Predicting Survey Response with Quotation-based Modeling: A Case Study on Favorability towards the United States

A. Amirshahi; N. Kirsch; J. Reymond; S. Baghersalimi 

Overflow-free compute memories for edge AI acceleration

F. Ponzina; M. A. Rios; A. S. J. Levisse; G. Ansaloni; D. Atienza Alonso 

Enhancing reproducibility of machine learning‐based studies in clinical journals through model cards

J. Dan; N. Seeuws 

Object-oriented modelling of advanced computer cooling solutions

A. Leva; F. Terraneo; T. Cancelliere; M. Chioggi; W. Fornaciari et al. 

Cross Layer Design for the Predictive Assessment of Technology-Enabled Architectures

M. Niemier; X. S. Hu; L. Liu; M. Sharifi; I. O’Connor et al. 

Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems

S. Baghersalimi; T. Teijeiro; A. Aminifar; D. Atienza Alonso 

Bit-Line Computing for CNN Accelerators Co-Design in Edge AI Inference

M. Rios; F. Ponzina; A. S. J. Levisse; G. Ansaloni; D. Atienza Alonso 

Personalised and Adjustable Interval Type-2 Fuzzy-Based PPG Quality Assessment for the Edge

J. A. Miranda; C. Lopez-Ongil; J. Andreu-Perez 

A semi-supervised algorithm for improving the consistency of crowdsourced datasets: The COVID-19 case study on respiratory disorder classification

L. Orlandic; T. Teijeiro; D. Atienza 

An Error-Based Approximation Sensing Circuit for Event-Triggered Low-Power Wearable Sensors

S. Zanoli; F. Ponzina; T. Teijeiro; A. S. J. Levisse; D. Atienza Alonso 

Hyperdimensional computing for biosignal monitoring: Applications for epilepsy detection

System-Level Exploration of In-Package Wireless Communication for Multi-Chiplet Platforms

R. Medina Morillas; J. A. H. Klein; G. Ansaloni; M. Zapater Sancho; S. Abadal et al. 

Real-time Personalized Monitoring of Neurological Disorders on Wearable Systems

Point-process-based Representation Learning for Electronic Health Records

H. Karami; A. Ionescu; D. Atienza 

Importance of methodological choices in data manipulation for validating epileptic seizure detection models

U. Pale; T. Teijeiro; D. Atienza Alonso 

Exploring brain-inspired multi-core heterogeneous hardware templates for low-power biomedical embedded systems

A Multimodal Dataset for Automatic Edge-AI Cough Detection

L. Orlandic; J. P. R. Thevenot; T. Teijeiro; D. Atienza Alonso 

Hardware-Software co-design Methodologies for Edge AI Optimization

Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition

M. Orlandi; M. Zanghieri; D. Schiavone; E. Donati; F. Conti et al. 

EpilepsyNet: Interpretable Self-Supervised Seizure Detection for Low-Power Wearable Systems

B. Huang; R. Zanetti; A. Abtahi; D. Atienza; A. Aminifar 

Metamodel for Safety Risk Management of Medical Devices Based on ISO 14971

N. Yakymets; M. A. Ionescu; D. Atienza Alonso 

Model-Based ISO 14971 Risk Management of EEG-Based Medical Devices

N. Yakymets; R. Zanetti; M. A. Ionescu; D. Atienza Alonso 

ALPINE: Analog In-Memory Acceleration with Tight Processor Integration for Deep Learning

J. A. H. Klein; I. Boybat; Y. M. Qureshi; M. Dazzi; A. S. J. Levisse et al. 

ExG Signal Feature Selection Using Hyperdimensional Computing Encoding

U. Pale; T. Teijeiro; D. Atienza 

Approximate Zero-Crossing: A new interpretable, highly discriminative and low-complexity feature for EEG and iEEG seizure detection

R. Zanetti; U. Pale; T. Teijeiro; D. Atienza Alonso 

M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities

A. Amirshahi; A. Thomas; A. Aminifar; T. Rosing; D. Atienza Alonso 

Adaptive R-Peak Detection on Wearable ECG Sensors for High-Intensity Exercise

E. De Giovanni; T. Teijeiro; G. P. Millet; D. Atienza Alonso 

Using Algorithmic Transformations and Sensitivity Analysis to Unleash Approximations in CNNs at the Edge

F. Ponzina; G. Ansaloni; M. Peon Quiros; D. Atienza Alonso 

Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions with Drones

F. Dell’Agnola; P-K. Jao; A. Arza; R. Chavarriaga; J. d. R. Millan et al. 

HDTorch: Accelerating Hyperdimensional Computing with GP-GPUs for Design Space Exploration

W. A. Simon; U. Pale; T. Teijeiro; D. Atienza 

Error Resilient In-Memory Computing Architecture for CNN Inference on the Edge

M. A. Rios; F. Ponzina; G. Ansaloni; A. S. J. Levisse; D. Atienza Alonso 

A Formal Framework for Maximum Error Estimation in Approximate Logic Synthesis

I. Scarabottolo; G. Ansaloni; G. A. Constantinides; L. Pozzi 

Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure Detection

U. Pale; T. Teijeiro; D. Atienza 

Performance of the new SmartCardia wireless, wearable oximeter: a comparison with arterial SaO2 in healthy volunteers

F. Rincon; J. Pidoux; S. Murali; J-J. Goy 

INCLASS: Incremental Classification Strategy for Self-Aware Epileptic Seizure Detection

L. Ferretti; G. Ansaloni; R. Marquis; T. Teijeiro; P. Ryvlin et al. 

Reinforcement Learning-Based Joint Reliability and Performance Optimization for Hybrid-Cache Computing Servers

D. Huang; A. Pahlevan; L. Costero; M. Zapater Sancho; D. Atienza Alonso 

Personalized seizure signature: An interpretable approach to false alarm reduction for long‐term epileptic seizure detection

D. Sopic; T. Teijeiro; D. Atienza; A. Aminifar; P. Ryvlin 

VWR2A: A Very-Wide-Register Reconfigurable-Array Architecture for Low-Power Embedded Devices

B. W. Denkinger; M. Peon Quiros; M. Konijnenburg; D. Atienza Alonso; F. Catthoor 

Design and management of three-dimensional multi-processor systems-on-chip with integrated flow cell arrays

An Accuracy-Driven Compression Methodology to Derive Efficient Codebook-Based CNNs

F. Ponzina; M. Peon Quiros; G. Ansaloni; D. Atienza Alonso 

A hardware/software co-design vision for deep learning at the edge

F. Ponzina; S. Machetti; M. A. Rios; B. W. Denkinger; A. S. J. Levisse et al. 

Thermal and Power-Aware Run-Time Performance Management of 3D MPSoCs with Integrated Flow Cell Arrays

H. Najibi; A. S. J. Levisse; G. Ansaloni; M. Zapater Sancho; D. Atienza Alonso 

A Semi-Supervised Algorithm for Improving the Consistency of Crowdsourced Datasets: The COVID-19 Case Study on Respiratory Disorder Classification

L. Orlandic; T. Teijeiro; D. Atienza 

CAFS: Cost-Aware Features Selection Method for Multimodal Stress Monitoring on Wearable Devices

N. Momeni; A. Arza Valdes; J. Rodrigues; C. Sandi; D. Atienza Alonso 

Thermal and Voltage-Aware Performance Management of 3D MPSoCs with Flow Cell Arrays and Integrated SC Converters

H. Najibi; A. S. J. Levisse; G. Ansaloni; M. Zapater Sancho; M. Vasic et al. 

Full System Exploration of On-Chip Wireless Communication on Many-Core Architectures

R. Medina Morillas; J. A. H. Klein; Y. M. Qureshi; M. Zapater Sancho; G. Ansaloni et al. 

Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load

G. Elbanna; A. Biryukov; N. Scheidwasser-Clow; L. Orlandic; P. Mainar et al. 

Real-Time EEG-Based Cognitive Workload Monitoring on Wearable Devices

R. Zanetti; A. Arza Valdes; A. Aminifar; D. Atienza Alonso 

COCKTAIL: Multi-Core Co-Optimization Framework With Proactive Reliability Management

D. Huang; A. Pahlevan; M. Zapater Sancho; D. Atienza Alonso 

Exploration of Hyperdimensional Computing Strategies for Enhanced Learning on Epileptic Seizure Detection

U. Pale; T. Teijeiro; D. Atienza Alonso 

A Self-Aware Epilepsy Monitoring System for Real-Time Epileptic Seizure Detection

F. Forooghifar; A. Aminifar; L. Cammoun; D. Atienza Alonso; I. Wisniewski et al. 

Self-Aware Machine Learning for Chronic Pathology Monitoring on Wearable Devices

In-Memory Hardware and Architectural Extensions for Workloads Acceleration

MAGNETIC: Multi-Agent Machine Learning-Based Approach for Energy Efficient Dynamic Consolidation in Data Centers

K. Haghshenas; A. Pahlevan; M. Zapater Sancho; S. Mohammadi; D. Atienza Alonso 

DB4HLS: A Database of High-Level Synthesis Design Space Explorations

L. Ferretti; J. Kwon; G. Ansaloni; G. Di Guglielmo; L. Carloni et al. 

Breaking Silos to Guarantee Control Stability with Communication over Ethernet TSN

R. Mahfouzi; A. Aminifar; S. Samii; A. Rezine; P. Eles et al. 

MBioTracker: Multimodal Self-Aware Bio-Monitoring Wearable System for Online Workload Detection

F. I. T. Dell’Agnola; U. Pale; R. Marino; A. Arza Valdes; D. Atienza Alonso 

Personalized Real-Time Federated Learning for Epileptic Seizure Detection

S. Baghersalimi; T. Teijeiro; D. Atienza; A. Aminifar 

A Flexible In-Memory Computing Architecture for Heterogeneously Quantized CNNs

F. Ponzina; M. A. Rios; G. Ansaloni; A. S. J. Levisse; D. Atienza Alonso 

The COUGHVID crowdsourcing dataset, a corpus for the study of large-scale cough analysis algorithms

L. Orlandic; T. Teijeiro; D. Atienza Alonso 

Wearable and Continuous Prediction of Passage of Time Perception for Monitoring Mental Health

L. Orlandic; A. A. Valdes; D. Atienza 

Interpreting deep learning models for epileptic seizure detection on EEG signals

V. Gabeff; T. Teijeiro; M. Zapater; L. Cammoun; S. Rheims et al. 

ReBeatICG database

U. Pale; D. Meier; O. Müller; A. A. Valdes; D. A. Alonso 

3D-ICE 3.0: efficient nonlinear MPSoC thermal simulation with pluggable heat sink models

F. Terraneo; A. Leva; W. Fornaciari; M. Zapater Sancho; D. Atienza Alonso 

SPARE: A Spectral Peak Recovery Algorithm for PPG Signals Pulsewave Reconstruction in Multimodal Wearable Devices

G. Masinelli; F. I. T. Dell’Agnola; A. Arza Valdes; D. Atienza Alonso 

Self-Aware Anomaly-Detection for Epilepsy Monitoring on Low-Power Wearable Electrocardiographic Devices

F. Forooghifar; A. Aminifar; T. Teijeiro; A. Aminifar; J. Jeppesen et al. 

Running Efficiently CNNs on the Edge Thanks to Hybrid SRAM-RRAM In-Memory Computing

M. A. Rios; F. Ponzina; G. Ansaloni; A. S. J. Levisse; D. Atienza Alonso 

EpilepsyGAN: Synthetic Epileptic Brain Activities with Privacy Preservation

D. Pascual Ortiz; A. Amirshahi; A. Aminifar; D. Atienza; P. Ryvlin et al. 

Associativity-agnostic in-cache computing memory architecture optimized for multiplication

M. A. Rios; W. A. Simon; A. S. Levisse; M. Zapater; D. Atienza Alonso 

Exact Neural Networks from Inexact Multipliers via Fibonacci Weight Encoding

W. A. Simon; V. Rey; A. S. J. Levisse; G. Ansaloni; M. Zapater Sancho et al. 

Architecture Exploration and Optimization of Heterogeneous Many-Core Compute and Memory Architectures with Architectural Extensions

Gem5-X : A Many-Core Heterogeneous Simulation Platform for Architectural Exploration and Optimization

Y. M. Qureshi; W. A. Simon; M. Zapater Sancho; K. Olcoz; D. Atienza Alonso 

ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals

A. Iranfar; A. Arza Valdes; D. Atienza Alonso 

ReBeatICG: Real-time Low-Complexity Beat-to-beat Impedance Cardiogram Delineation Algorithm

U. Pale; N. Müller; A. Arza Valdes; D. Atienza Alonso 

E2CNN: Ensembles of Convolutional Neural Networks to Improve Robustness Against Memory Errors in Edge-Computing Devices

F. Ponzina; M. Peon Quiros; A. P. Burg; D. Atienza Alonso 

Real-Time Personalized Atrial Fibrillation Prediction on Multi-Core Wearable Sensors

E. De Giovanni; A. Arza Valdes; M. Peon Quiros; A. Aminifar; D. Atienza Alonso 

The COUGHVID crowdsourcing dataset: A corpus for the study of large-scale cough analysis algorithms

L. Orlandic; T. Teijeiro; D. Atienza Alonso 

Multi-Agent Reinforcement Learning for Hyperparameter Optimization of Deep Convolutional Neural Networks

A. Iranfar; M. Zapater Sancho; D. Atienza Alonso 

System-level Design of Adaptive Wearable Sensors for Health and Wellness Monitoring

ECOGreen: Electricity Cost Optimization for Green Datacenters in Emerging Power Markets

A. Pahlevan; M. Zapater Sancho; A. K. Coskun; D. Atienza Alonso 

Synthetic realistic noise-corrupted PPG database and noise generator for the evaluation of PPG denoising and delineation algorithms

G. Masinelli; F. Dell’Agnola; A. Valdés; D. Atienza 

A medical system and method using a pair of gloves equipped with physiological sensors

D. Majoe; D. Atienza Alonso 

Modelling of vertical and ferroelectric junctionless technology for efficient 3D neural network compute cube dedicated to embedded artificial intelligence

C. Maneux; C. Mukherjee; M. Deng; M. Dubourg; L. Reveil et al. 

Memory chip or memory array for wide-voltage range in-memory computing using bitline technology

W. A. Simon; M. A. Rios; A. S. Levisse; M. Zapater; D. Atienza Alonso 

Systematic Assessment of Hyperdimensional Computing for Epileptic Seizure Detection

U. Pale; T. Teijeiro; D. Atienza Alonso 

Towards Continuous and Ambulatory Blood Pressure Monitoring: Methods for Efficient Data Acquisition for Pulse Transit Time Estimation

O. Ode; L. Orlandic; O. T. Inan 

EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks

P-K. Jao; R. Chavarriaga; F. Dell’Agnola; A. Arza; D. Atienza et al. 

Predictive Reliability and Fault Management in Exascale Systems

R. Canal; C. Hernandez; R. Tornero; A. Cilardo; G. Massari et al. 

Cardiac Ambulatory Monitoring: New Wireless Device Validated Against Conventional Holter Monitoring in a Case Series

S. Murali; N. Brugger; F. Rincon; M. Mashru; S. Cook et al. 

The RECIPE approach to challenges in deeply heterogeneous high performance systems

G. Agosta; W. Fornaciari; D. Atienza; R. Canal; A. Cilardo et al. 

Analysis of Functional Errors Produced by Long-Term Workload-Dependent BTI Degradation in Ultra-Low Power Processors

L. Duch; M. Peón-Quirós; P. Weckx; A. S. J. Levisse; R. Braojos Lopez et al. 

Write Termination circuits for RRAM : A Holistic Approach From Technology to Application Considerations

A. S. J. Levisse; M. Bocquet; M. A. Rios; M. Alayan; M. Moreau et al. 

Noninvasive detection of focal seizures in ambulatory patients

P. Ryvlin; L. Cammoun; I. Hubbard; F. Ravey; S. Beniczky et al. 

Containergy-A Container-Based Energy and Performance Profiling Tool for Next Generation Workloads

W. Silva-de-Souza; A. Iranfar; A. Braulio; M. Zapater; S. Xavier-de-Souza et al. 

In-depth assessment of potential new data integration into the MIP

T. Teijeiro 

Recommendations for the MIP Technical Development During SGA3

T. Teijeiro 

Self-Aware Machine Learning for Multimodal Workload Monitoring During Manual Labor on Edge Wearable Sensors

G. Masinelli; F. Forooghifar; A. Arza; A. Aminifar; D. Atienza 

Cognitive workload monitoring in virtual reality based rescue missions with drones

F. I. T. Dell’Agnola; N. Momeni; A. Arza Valdes; D. Atienza 

Impact of Memory Voltage Scaling on Accuracy and Resilience of Deep Learning Based Edge Devices

B. W. Denkinger; F. Ponzina; S. S. Basu; A. Bonetti; S. Balási et al. 

A Hybrid Cache HW/SW Stack for Optimizing Neural Network Runtime, Power and Endurance

W. A. Simon; A. S. J. Levisse; M. Zapater Sancho; D. Atienza Alonso 

Wearable and Self-Aware Machine Learning System for Online Cognitive Workload Monitoring and Drone Control

Blade: An in-Cache Computing Architecture for Edge Devices

W. A. Simon; Y. M. Qureshi; M. A. Rios; A. S. J. Levisse; M. Zapater Sancho et al. 

Heterogeneous Memory Organizations in Embedded Systems. Placement of Dynamic Data Objects

M. Peón Quirós; F. Catthoor; J. M. Mendías Cuadros 

An Event-Based System for Low-Power ECG QRS Complex Detection

S. Zanoli; T. Teijeiro; F. Montagna; D. Atienza Alonso 

Genome Sequence Alignment – Design Space Exploration for Optimal Performance and Energy Architectures

Y. M. Qureshi; J. M. Herruzo; M. Zapater; K. Olcoz; S. Gonzalez Navarro et al. 

Monitoring of Cardiovascular and Neurological Diseases Using Wearable Devices

Dynamic Thermal Management with Proactive Fan Speed Control Through Reinforcement Learning

A. Iranfar; F. Terraneo; G. Csordas; M. Zapater Sancho; W. Fornaciari et al. 

Adaptive Laser Welding Control: A Reinforcement Learning Approach

G. Masinelli; Tri Le-Quang; S. Zanoli; K. Wasmer; S. A. Shevchik 

Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate

R. Zanetti; A. Aminifar; D. Atienza Alonso 

Modular Design and Optimization of Biomedical Applications for Ultra-Low Power Heterogeneous Platforms

E. De Giovanni; F. Montagna; B. W. Denkinger; S. Machetti; M. Peon Quiros et al. 

Enabling Optimal Power Generation of Flow Cell Arrays in 3D MPSoCs with On-Chip Switched Capacitor Converters

H. Najibi; J. Hunter; A. S. J. Levisse; M. Zapater Sancho; M. Vasic et al. 

Resource Management for Power-Constrained HEVC Transcoding Using Reinforcement Learning

L. Costero; A. Iranfar; M. Zapater Sancho; F. D. Igual; K. Olcoz et al. 

Knowledge, Machine Learning and Atrial Fibrillation: More Ingredients for a Tastier Cocktail

T. Teijeiro 

Noise-Resilient and Interpretable Epileptic Seizure Detection

A. Hitchcock Thomas; A. Aminifar; D. Atienza Alonso 

Security-aware Routing and Scheduling for Control Applications on Ethernet TSN Networks

R. Mahfouzi; A. Aminifar; S. Samii; P. Eles; Z. Peng 

Exploration Methodology for BTI-Induced Failures on RRAM-Based Edge AI Systems

A. S. J. Levisse; M. A. Rios; M. Peon Quiros; D. Atienza Alonso 

Towards Deeply Scaled 3D MPSoCs with Integrated Flow Cell Array Technology

H. Najibi; A. S. J. Levisse; M. Zapater Sancho; M. M. S. Aly; D. Atienza Alonso 

RRAM-VAC: A Variability-Aware Controller for RRAM-based Memory Architectures

S. Tuli; M. A. Rios; A. S. J. Levisse; D. Atienza Alonso 

Multi-Objective Management of Multiprocessor Systems: From Heuristics to Reinforcement Learning

Functionality Enhanced Memories for Edge-AI Embedded Systems

A. S. J. Levisse; M. A. Rios; W. A. Simon; P-E. J. M. Gaillardon; D. Atienza Alonso 

Resource-Aware Distributed Epilepsy Monitoring Using Self-Awareness From Edge to Cloud

F. Forooghifar; A. Aminifar; D. Atienza Alonso 

Event-Triggered Sensing for High-Quality and Low-Power Cardiovascular Monitoring Systems

G. Surrel; T. Teijeiro; M. Chevrier; A. Aminifar; D. Atienza Alonso 

An Associativity-Agnostic in-Cache Computing Architecture Optimized for Multiplication

M. A. Rios; W. A. Simon; A. S. J. Levisse; M. Zapater Sancho; D. Atienza Alonso 

A QoS and Container-Based Approach for Energy Saving and Performance Profiling in Multi-Core Servers

W. S. de Souza; A. Iranfar; A. Silva; M. Zapater; S. X. de Souza et al. 

REWARD: Design, Optimization, and Evaluation of a Real-Time Relative-Energy Wearable R-Peak Detection Algorithm *

L. Orlandic; E. De Giovanni; A. Arza; S. Yazdani; J-M. Vesin et al. 

A Product Engine for Energy-Efficient Execution of Binary Neural Networks Using Resistive Memories

J. Vieira; E. Giacomin; Y. M. Qureshi; M. Zapater Sancho; X. Tang et al. 

HackRF plus GNU Radio: A software-defined radio to teach communication theory

A. A. Del Barrio; J. P. Manzano; V. M. Maroto; A. Villarin; J. Pagan et al. 

DermoNet: densely linked convolutional neural network for efficient skin lesion segmentation

S. Baghersalimi; B. Bozorgtabar; P. Schmid-Saugeon; H. K. Ekenel; J-P. Thiran 

RRAMSpec: A Design Space Exploration Framework for High Density Resistive RAM

D. Mathew; A. Chinazzo; C. Weis; M. Jung; B. Giraud et al. 

RRAMSpec: A Design Space Exploration Framework for High Density Resistive RAM

D. M. Mathew; A. L. Chinazzo; C. Weis; M. Jung; B. Giraud et al. 

A Fast, Reliable and Wide-voltage-range In-memory Computing Architecture

W. A. Simon; J-M. Galicia; A. S. J. Levisse; M. Zapater Sancho; D. Atienza Alonso 

BLADE: A BitLine Accelerator for Devices on the Edge

W. A. Simon; Y. M. Qureshi; A. S. J. Levisse; M. Zapater Sancho; D. Atienza Alonso 

Gem5-X: A Gem5-Based System Level Simulation Framework to Optimize Many-Core Platforms

Y. M. Qureshi; W. A. Simon; M. Zapater Sancho; K. Olcoz; D. Atienza Alonso 

A Self-Learning Methodology for Epileptic Seizure Detection with Minimally Supervised Edge Labeling

D. Pascual Ortiz; A. Aminifar; D. Atienza Alonso 

LSST: From Science Drivers to Reference Design and Anticipated Data Products

Z. Ivezic; S. M. Kahn; J. A. Tyson; B. Abel; E. Acosta et al. 

Enhancing Two-Phase Cooling Efficiency through Thermal- Aware Workload Mapping for Power-Hungry Servers

A. Iranfar; A. Pahlevan; M. Zapater Sancho; D. Atienza Alonso 

MAMUT: Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-User Video Transcoding

L. Costero; A. Iranfar; M. Zapater Sancho; F. D. Igual; K. Olcoz et al. 

Multi-Objective System-Level Management of Modern Green Data Centers

Tailoring SVM Inference for Resource-Efficient ECG-Based Epilepsy Monitors

L. Ferretti; G. Ansaloni; L. Pozzi; A. Aminifar; D. Atienza Alonso et al. 

Definition Of A Transparent Constraint-Based Modeling And Simulation Layer For The Management Of Complex Systems

K. Henares; J. L. Risco-Martin; M. Zapater 

Measuring acute stress response through physiological signals: towards a quantitative assessment of stress

A. Arza; J. M. Garzón-Rey; J. Lázaro; E. Gil; R. Lopez-Anton et al. 

Butterfly Attack: Adversarial Manipulation of Temporal Properties of Cyber-Physical Systems

R. Mahfouzi; A. Aminifar; S. Samii; M. Payer; P. Eles et al. 

Switching event detection and self-termination programming circuit for energy efficient ReRAM memory arrays

M. Alayan; E. Muhr; A. S. J. Levisse; M. Bocquet; M. Moreau et al. 

Low Power Sensing and Processing in Wearable Biomedical Devices for Personalized Health Monitoring

Real-Time Cognitive Workload Monitoring Based on Machine Learning Using Physiological Signals in Rescue Missions

N. Momeni; F. Dell’Agnola; A. Arza; D. Atienza 

Multi-Modal Acute Stress Recognition Using Off-the-Shelf Wearable Devices

V. Montesinos; F. Dell’Agnola; A. Arza; A. Aminifar; D. Atienza 

Teleoperation with a wearable sensor system

J. Miehlbradt; F. I. T. Dell’Agnola; A. Cherpillod; M. Coscia; F. Artoni et al. 

Hardware/Software Co-Design and Reliability Analysis of Ultra-Low Power Biomedical Devices

i-DPs CGRA: An Interleaved-Datapaths Reconfigurable Accelerator for Embedded Bio-signal Processing

L. G. Duch; S. S. Basu; M. Peon Quiros; G. Ansaloni; L. Pozzi et al. 

Results from Running an Experiment as a Service Platform for Mobile Broadband Networks in Europe

V. Mancuso; M. Peón Quirós; C. Midoglu; M. Moulay; V. Comite et al. 

Pattern Recognition in Non-uniformly sampled electrocardiogram signal for wearable sensors

S. Zanoli 

A wearable system for real-time detection of epileptic seizures

A. Aminifar; D. Sopic; D. Atienza Alonso; R. Zanetti 

A Machine Learning-Based Framework for Throughput Estimation of Time-Varying Applications in Multi-Core Servers

A. Iranfar; W. Silva De Souza; M. Zapater Sancho; K. Olcoz; S. Xavier de Souza et al. 

A Design Framework for Thermal-Aware Power Delivery Network in 3D MPSoCs with Integrated Flow Cell Arrays

H. Najibi; A. S. J. Levisse; M. Zapater Sancho 

Resistive Switching Memory Architecture Based on Polarity Controllable Selectors

A. S. J. Levisse; P-E. J. M. Gaillardon; B. Giraud; I. O’Connor; J. P. Noel et al. 

RRAM Crossbar Arrays for Storage Class Memory Applications : Throughput and Density Considerations

A. S. J. Levisse; B. Giraud; J-P. Noel; M. Moreau; J-M. Portal 

Exploring manycore architectures for next-generation HPC systems through the MANGO approach

J. Flich; G. Agosta; P. Ampletzer; D. A. Alonso; C. Brandolese et al. 

Online Obstructive Sleep Apnea Detection on Medical Wearable Sensors

G. Surrel; A. Aminifar; F. J. Rincon Vallejos; S. Murali; D. Atienza Alonso 

Optimization of Message Encryption for Real-Time Applications in Embedded Systems

A. Aminifar; P. Eles; Z. Peng 

A modular low-complexity ECG delineation algorithm for real-time embedded systems

J. M. Bote; J. Recas; F. J. Rincon Vallejos; D. Atienza Alonso; R. Hermida 

Real-Time Event-Driven Classification Technique for Early Detection and Prevention of Myocardial Infarction on Wearable Systems

D. Sopic; A. Aminifar; A. Aminifar; D. Atienza Alonso 

Fast Energy Estimation Through Partial Execution of HPC Applications

J. Carlos Salinas-Hilburg; M. Zapater; J. M. Moya; J. L. Ayala 

Design Optimization of 3D Multi-Processor System-on-Chip with Integrated Flow Cell Arrays

A. Andreev; F. Kaplan; M. Zapater Sancho; A. K. Coskun; D. Atienza Alonso 

Jacket for embodied interaction with virtual or distal robotic device

D. Floreano; C. Rognon; S. Mintchev; A. Concordel; D. Atienza Alonso et al. 

Online Efficient Bio-Medical Video Transcoding on MPSoCs Through Content-Aware Workload Allocation

A. Iranfar; A. Pahlevan; M. Zapater Sancho; M. Žager; M. Kovač et al. 

Hardware / Software Architectural and Technological Exploration for Energy-Efficient and Reliable Biomedical Devices

Fast and Energy-Efficient CNFET Adders With CDM and Sensitivity-Based Device-Circuit Co-Optimization

K. Haghshenas; M. Hashemi; T. Nikoubin 

Self-Aware Wearable Systems in Epileptic Seizure Detection

F. Forooghifar; A. Aminifar; D. Atienza Alonso 

Machine Learning-Based Quality-Aware Power and Thermal Management of Multistream HEVC Encoding on Multicore Servers

A. Iranfar; M. Zapater Sancho; D. Atienza Alonso 

FlyJacket: An Upper Body Soft Exoskeleton for Immersive Drone Control

C. Rognon; S. Mintchev; F. I. T. Dell’Agnola; A. T. Cherpillod; D. Atienza Alonso et al. 

Heterogeneous and Inexact: Maximizing Power Efficiency of Edge Computing Sensors for Health Monitoring Applications

S. S. Basu; L. G. Duch; M. Peon Quiros; G. Ansaloni; L. Pozzi et al. 

Physiological Characterization of Need for Assistance in Rescue Missions with Drones

F. I. T. Dell’Agnola; L. Cammoun; D. Atienza Alonso 

Reliable Power and Time-Constraints-Aware Predictive Management of Heterogeneous Exascale Systems

W. Fornaciari; G. Agosta; D. Atienza; C. Brandolese; L. Cammoun et al. 

Control-Quality Driven Design of Embedded Control Systems with Stability Guarantees

A. Aminifar; P. Eles; Z. Peng; A. Cervin; K-E. Årzén 

Design of a Two-Phase Gravity-Driven Micro-Scale Thermosyphon Cooling System for High-Performance Computing Data Centers

A. Seuret; A. Iranfar; M. Zapater Sancho; J. R. Thome; D. Atienza Alonso 

e-Glass: A Wearable System for Real-Time Detection of Epileptic Seizures

D. Sopic; A. Aminifar; D. Atienza Alonso 

Energy Proportionality in Near-Threshold Computing Servers and Cloud Data Centers: Consolidating or Not?

A. Pahlevan; Y. M. Qureshi; M. Zapater Sancho; A. Bartolini; D. Rossi et al. 

Stability-Aware Integrated Routing and Scheduling for Control Applications in Ethernet Networks

R. Mahfuzi; A. Aminifar; S. Samii; A. Rezine; P. Eles et al. 

Integrating Heuristic and Machine-Learning Methods for Efficient Virtual Machine Allocation in Data Centers

A. Pahlevan; X. Qu; M. Zapater; D. Atienza 

A Machine Learning-Based Strategy for Efficient Resource Management of Video Encoding on Heterogeneous MPSoCs

A. Iranfar; W. A. Simon; M. Zapater Sancho; D. Atienza Alonso 

An Inexact Ultra-low Power Bio-signal Processing Architecture With Lightweight Error Recovery

S. S. Basu; L. G. Duch; R. Braojos Lopez; G. Ansaloni; L. Pozzi et al. 

Report on DATE 2017 in Lausanne

D. Atienza; G. Di Natale 

Classification of Resilience Techniques Against Functional Errors at Higher Abstraction Layers of Digital Systems

G. Psychou; D. Rodopoulos; M. M. Sabry; T. Gemmeke; D. Atienza et al. 

MANGO: exploring Manycore Architectures for Next-GeneratiOn HPC systems

J. Flich; G. Agosta; P. Ampletzer; D. Atienza Alonso; C. Brandolese et al. 

Real-time classification technique for early detection and prevention of myocardial infarction on wearable devices

D. Sopic; A. Aminifar; D. Atienza Alonso 

HEAL-WEAR: an Ultra-Low Power Heterogeneous System for Bio-Signal Analysis

L. G. Duch; S. S. Basu; R. Braojos Lopez; G. Ansaloni; L. Pozzi et al. 

TheSPoT: Thermal Stress-Aware Power and Temperature Management for Multiprocessor Systems-on-Chip

A. Iranfar; M. Kamal; A. Afzali-Kusha; M. Pedram; D. Atienza Alonso 

Joint Computing and Electric Systems Optimization for Green Datacenters

A. Pahlevan; M. Rossi; P. Garcia del Valle; D. Brunelli; D. Atienza Alonso 

Thermal Characterization of Next-Generation Workloads on Heterogeneous MPSoCs

A. Iranfar; F. Terraneo; W. A. Simon; L. Dragic; I. Pilji et al. 

An Inexact Ultra-low Power Bio-signal Processing Architecture With Lightweight Error Recovery

S. Basu; L. Duch; R. Braojos; G. Ansaloni; L. Pozzi et al. 

PowerCool: Simulation of Cooling and Powering of 3D MPSoCs with Integrated Flow Cell Arrays

A. A. Andreev; A. Sridhar; M. M. Sabry Aly; M. Zapater; P. Ruch et al. 

Work-in-Progress: A Machine Learning-Based Approach for Power and Thermal Management of Next-Generation Video Coding on MPSoCs

A. Iranfar; M. Zapater Sancho; D. Atienza Alonso 

Method and Device for Non-Invasive Blood Pressure Measurement

A. Dias Júnior; S. Murali; F. J. Rincon Vallejos; D. Atienza Alonso 

Hierarchical Cardiac-Rhythm Classification Based on Electrocardiogram Morphology

D. Sopic; E. De Giovanni; A. Aminifar; D. Atienza Alonso 

A Patient-Specific Methodology for Prediction of Paroxysmal Atrial Fibrillation Onset

E. De Giovanni; A. Aminifar; A. Luca; S. Yazdani; J-M. Vesin et al. 

A Synchronization-Based Hybrid-Memory Multi-Core Architecture for Energy-Efficient Biomedical Signal Processing

R. Braojos Lopez; D. Bortolotti; A. Bartolini; G. Ansaloni; L. Benini et al. 

Anomalies in Scheduling Control Applications and Design Complexity

A. Aminifar; E. Bini 

Big-Data Streaming Applications Scheduling Based on Staged Multi-armed Bandits

K. Kanoun; C. Tekin; D. Atienza Alonso; M. Van Der Schaar 

Touch-Based System for Beat-to-Beat Impedance Cardiogram Acquisition and Hemodynamic Parameters Estimation

D. Sopic; S. Murali; F. J. Rincon Vallejos; D. Atienza Alonso 

Towards Near-Threshold Server Processors

A. Pahlevan; J. Picorel Obando; A. Pourhabibi Zarandi; D. Rossi; M. Zapater Sancho et al. 

Parallelizing the Chambolle Algorithm for Performance Optimized Mapping on FPGA devices

I. Beretta; V. Rana; A. Akin; A. Nacci; D. Sciuto et al. 

Hardware/Software Co-Design of Ultra-Low Power Biomedical Monitors

A Multi-Core Reconfigurable Architecture for Ultra-Low Power Bio-Signal Analysis

L. G. Duch; S. S. Basu; R. Braojos Lopez; G. Ansaloni; L. Pozzi et al. 

Nano-Engineered Architectures for Ultra-Low Power Wireless Body Sensor Nodes

R. Braojos Lopez; T. F. Wu; G. Ansaloni; M. M. Sabry Aly; D. Atienza et al. 

Enabling HPC for QoS-sensitive applications: the MANGO approach

J. Flich; G. Agosta; P. Ampletzer; D. A. Alonso; C. Brandolese et al. 

Exploiting CPU-Load and Data Correlations in Multi-Objective VM Placement for Geo-Distributed Data Centers

A. Pahlevan; P. Garcia Del Valle; D. Atienza Alonso 

Ultra-Low Power Estimation of Heart Rate Under Physical Activity Using a Wearable Photoplethysmographic System

E. De Giovanni; D. Atienza Alonso; S. Murali; F. J. Rincon Vallejos 

Inexact-Aware Architecture Design for Ultra-Low Power Bio-Signal Analysis

S. S. Basu; P. Garcia del Valle; G. Karakonstantis; G. Ansaloni; L. Pozzi et al. 

Big-Data Streaming Applications Scheduling Based on Staged Multi-Armed Bandits

K. Kanoun; C. Tekin; D. Atienza; M. Van Der Schaar 

Methods for reliable estimation of pulse transit time and blood pressure variations using smartphone sensors

A. D. Junior; S. Murali; F. J. Rincon Vallejos; D. Atienza Alonso 

Energy vs. Reliability Trade-offs Exploration in Biomedical Ultra-Low Power Devices

L. G. Duch; P. Garcia del Valle; S. Ganapathy; A. P. Burg; D. Atienza Alonso 

Efficient Hardware Design Of Iterative Stencil Loops

V. Rana; I. Beretta; F. Bruschi; A. Nacci; D. Atienza Alonso et al. 

Low-Power Wearable System for Real-Time Screening of Obstructive Sleep Apnea

G. Surrel; F. J. Rincon Vallejos; S. Murali; D. Atienza Alonso 

Microarchitectural Low-Power Design Techniques for Embedded Microprocessors

An Ultra-Low Power NVM-Based Multi-Core Architecture for Embedded Bio Signal Processing

R. Braojos Lopez; D. Atienza 

Real-Time Probabilistic Heart Beat Classification and Correction for Embedded Systems

G. Surrel; F. J. Rincon Vallejos; S. Murali; D. Atienza Alonso 

Classification Framework for Analysis and Modeling of Physically Induced Reliability Violations

D. Rodopoulos; G. Psychou; M. Sabry; F. Catthoor; A. Papanikolau et al. 

ICCAD 2015 Contest in 3D Interlayer Cooling Optimized Network

A. Sridhar; M. M. Sabry; D. Atienza Alonso 

Method for detecting abnormalities in an electrocardiogram

R. Braojos Lopez; G. Ansaloni; D. Atienza Alonso; F. J. Rincon Vallejos; S. Murali 

Method and apparatus for low complexity spectral analysis of bio-signals

G. Karakonstantis; A. Sankaranarayanan; A. Burg; S. Murali; D. Atienza Alonso 

Heterogeneous Error-Resilient Scheme for Spectral Analysis in Ultra-Low Power Wearable Electrocardiogram Devices

S. S. Basu; P. Garcia del Valle; G. Ansaloni; G. Karakonstantis; D. Atienza Alonso 

Near-optimal thermal monitoring framework for many-core systems on chip

J. Ranieri; A. Vincenzi; A. Chebira; D. Atienza Alonso; M. Vetterli 

Energy-Aware Embedded Classifier Design for Real-Time Emotion Analysis

M. Padmanabhan; F. J. Rincon Vallejos; S. Murali; D. Atienza Alonso 

Design of Ultra-Low-Power Smart Wearable Systems

G. Surrel; F. J. Rincon Vallejos; S. Murali; D. Atienza Alonso 

A Wearable Device For Physical and Emotional Health Monitoring

S. Murali; F. J. Rincon Vallejos; D. Atienza Alonso 

Ultra-low-power ECG front-end design based on compressed sensing

H. Mamaghanian; P. Vandergheynst 

Power-Thermal Modeling and Control of Energy-Efficient Servers and Datacenters

J. Kim; M. S. A-A. Mohamed; M. Ruggiero; D. Atienza Alonso 

Energy-Efficient Co-Design Optimization of Many-Core Platforms for Big-Data Streaming Applications

Estimation of Blood Pressure and Pulse Transit Time Using Your Smartphone

A. D. Junior; S. Murali; F. J. Rincon Vallejos; D. Atienza Alonso 

GPU Acceleration for Simulating Massively Parallel Many-Core Platforms

S. Raghav; M. Ruggiero; A. Marongiu; C. Pinto; D. Atienza et al. 

PowerCool: Simulation of Integrated Microfluidic Power Generation in Bright Silicon MPSoCs

A. Sridhar; M. M. Sabry; P. Ruch; D. Atienza Alonso; B. Michel 

Early Classification of Pathological Heartbeats on Wireless Body Sensor Nodes

R. Braojos; I. Beretta; G. Ansaloni; D. Atienza Alonso 

Integrated Microfluidic Power Generation and Cooling for Bright Silicon MPSoCs

M. M. S. Aly; A. Sridhar; D. Atienza Alonso; P. Ruch; B. Michel 

Ultra-Low Power Design of Wearable Cardiac Monitoring Systems

R. Braojos; H. Mamaghanian; A. Dias Junior; G. Ansaloni; D. Atienza et al. 

Risk Assessment of Atrial Fibrillation: a Failure Prediction Approach

J. Milosevic; A. Dittrich; A. Ferrante; M. Malek; D. C. Rojas Quirós et al. 

A Semi-Analytical Thermal Modeling Framework for Liquid-Cooled ICs

A. Sridhar; M. M. S. Aly; D. Atienza Alonso 

Approximate Compressed Sensing: Ultra-Low Power Biosignal Processing via Aggressive Voltage Scaling on a Hybrid Memory Multi-core Processor

D. Bortolotti; H. Mamaghanian; A. Bartolini; M. Ashouei; J. Stuijt et al. 

Ultra-Low Power Design of Wearable Cardiac Monitoring Systems

R. Braojos Lopez; H. Mamaghanian; R. Vallejos; F. Javier; A. Dias Junior et al. 

A semi-analytical approach for optimized design of microchannel liquid-cooled ICs

A. Sridhar; M. M. Sabry; D. Atienza Alonso 

Global Fan Speed Control Considering Non-Ideal Temperature Measurements in Enterprise Servers

J. Kim; M. M. S. Aly; D. Atienza Alonso; K. Vaidyanathan; K. Gross 

Power-Efficient Joint Compressed Sensing of Multi-Lead ECG Signals

H. Mamaghanian; G. Ansaloni; D. Atienza Alonso; P. Vandergheynst 

Online Energy-Efficient Task-Graph Scheduling for Multicore Platforms

K. Kanoun; N. Mastronade; D. Atienza Alonso; M. Van der Schaar 

Design Methodologies for Application-Oriented Embedded Systems Under Variable Performance/Constraints Tradeoffs

A Unified Online Directed Acyclic Graph Flow Manager for Multicore Schedulers

K. Kanoun; D. Atienza; N. Mastronarde; M. Van Der Schaar 

A Mapping-Scheduling Algorithm for Hardware Acceleration on Reconfigurable Platforms

J. A. Clemente; I. Beretta; V. Rana; D. Atienza Alonso; D. Sciuto 

3D-ICE: a Compact Thermal Model for Early-Stage Design of Liquid-Cooled ICs

A. Sridhar; A. Vincenzi; D. Atienza Alonso; T. Brunschwiler 

Ultra-Low Power Multicore Architecture For Parallel Biomedical Signal Processing

A. Y. Dogan; J. Constantin; A. Burg; D. Atienza Alonso 

OCEAN: An Optimized HW/SW Reliability Mitigation Approach for Scratchpad Memories in Real-Time SoCs

M. M. Sabry; D. Atienza Alonso; F. Catthoor 

A Wireless Body Sensor Network For Activity Monitoring With Low Transmission Overhead

R. Braojos Lopez; I. Beretta; J. H-F. Constantin; A. P. Burg; D. Atienza Alonso 

Ultra low power design of hardware efficient CS-Based compression scheme in WBSN

H. Mamaghanian; D. Atienza Alonso; P. Vandergheynst 

Compressed sensing : a universal energy-efficient compression scheme for biosignals on wireless body sensor nodes

Hardware/Software Approach for Code Synchronization in Low-Power Multi-Core Sensor Nodes

R. Braojos Lopez; I. Beretta; G. Ansaloni; D. Atienza Alonso 

Resolving the Memory Bottleneck for Single Supply Near-Threshold Computing

T. Gemmeke; M. M. S. Aly; J. Stuijt; P. Raghavan; F. Catthoor et al. 

Temperature-Aware Design and Management for 3D Multi-Core Architectures

M. M. S. Aly; D. Atienza Alonso 

Low Power and Scalable Many-Core Architecture for Big-Data Stream Computing

K. Kanoun; M. Ruggiero; D. Atienza Alonso; M. Van Der Schaar 

Scalable Simulation Methodologies for Many-Core Heterogeneous Systems

A Quality-Scalable and Energy-Efficient Approach for Spectral Analysis of Heart Rate Variability

G. Karakonstantis; A. Sankaranarayanan; M. M. S. Aly; D. Atienza Alonso; A. P. Burg 

Hardware-Software Inexactness in Noise-aware Design of Low-Power Body Sensor Nodes

H. Mamaghanian; G. Ansaloni; M. M. S. Aly; D. Atienza Alonso; P. Vandergheynst 

A Unified Online Directed Acyclic Graph Flow Manager for Multicore Schedulers

K. Kanoun; D. Atienza Alonso; N. Mastronarde; M. Van der Schaar 

SIMinG-1k: A thousand-core simulator running on general-purpose graphical processing units

S. Raghav; A. Marongiu; C. Pinto; M. Ruggiero; D. Atienza et al. 

STEAM: a fast compact thermal model for two-phase cooling of integrated circuits

A. Sridhar; Y. Madhour; D. Atienza; T. Brunschwiler; J. Thome 

Design Methods for Parallel Hardware Implementation of Multimedia Iterative Algorithms

V. Rana; A. A. Nacci; I. Beretta; M. Santambrogio; D. Atienza Alonso et al. 

A Combined Sensor Placement and Convex Optimization Approach for Thermal Management in 3D-MPSoC with Liquid Cooling

F. Zanini; D. Atienza Alonso; G. De Micheli 

Thermal Simulation of Liquid-Cooled Integrated Circuits

Energy-Aware Processing Platform Exploration for Embedded Biosignal Analysis

Effects of Age, Sex and Treatment on Weight Loss Dynamics in Overweight People

M. Á. Rojo-Tirado; P. J. Benito; D. Atienza Alonso; E. Rincon; F. J. Calderon 

A High-Level Synthesis Flow for the Implementation of Iterative Stencil Loop Algorithms on FPGA Devices

A. A. Nacci; V. Rana; I. Beretta; F. Bruschi; D. Atienza Alonso et al. 

An Ultra-Low-Power Application-Specific Processor with Sub-VT Memories for Compressed Sensing

J. H-F. Constantin; A. Dogan; O. Andersson; P. A. Meinerzhagen; J. Rodrigues et al. 

GreenCool: An Energy-Efficient Liquid Cooling Design Technique for 3-D MPSoCs Via Channel Width Modulation

M. M. Sabry; A. Sridhar; J. Meng; A. K. Coskun; D. Atienza 

Synchronizing Code Execution on Ultra-Low-Power Embedded Multi-Channel Signal Analysis Platforms

A. Y. Dogan; R. Braojos Lopez; J. H-F. Constantin; G. Ansaloni; A. P. Burg et al. 

Markov Decision Process Based Energy-Efficient Scheduling For Slice-Parallel Video Decoding

N. Mastronade; K. Kanoun; D. Atienza Alonso; M. Van Der Schaar 

A Methodology for Embedded Classification of Heartbeats Using Random Projections

R. Braojos Lopez; G. Ansaloni; D. Atienza Alonso 

Markov Decision Process Based Energy-Efficient On-Line Scheduling for Slice Parallel Video Decoders on Multicore Systems

N. Mastronarde; K. Kanoun; D. Atienza Alonso; P. Frossard; M. van der Schaar 

Multi-level Optimization Methodologies for Thermally Reliable Multi-Core Architectures

Correlation-Aware Virtual Machine Allocation for Energy-Efficient Datacenters

J. Kim; M. Ruggiero; D. Atienza Alonso; M. Ledergerber 

TamaRISC-CS: An Ultra-Low-Power Application-Specific Processor for Compressed Sensing

J. H-F. Constantin; A. Y. Dogan; O. Andersson; P. A. Meinerzhagen; J. N. Rodrigues et al. 

A Hybrid HW-SW Approach for Intermittent Error Mitigation in Streaming-Based Embedded Systems

M. M. Sabry; D. Atienza Alonso; F. Catthoor 

Online Thermal Control Methods for Multi-Processor Systems

F. Zanini; D. Atienza Alonso; C. Jones; L. Benini; G. De Micheli 

Integrated Kernel Partitioning and Scheduling for Coarse-Grained Reconfigurable Arrays

G. Ansaloni; K. Tanimura; L. Pozzi; N. Dutt 

Design Exploration of Energy-Performance Trade-offs for Wireless Sensor Networks

I. Beretta; F. Rincon; N. Khaled; P. R. Grassi; V. Rana et al. 

Neural Network-Based Thermal Simulation of Integrated Circuits on GPUs

A. Sridhar; A. Vincenzi; M. Ruggiero; D. Atienza Alonso 

Scale Invariant Feature Transform on the Sphere: Theory and Applications

J. Cruz; I. Bogdanova; B. Paquier; M. Bierlaire; J-P. Thiran 

Thermal Balancing of Liquid-Cooled 3D-MPSoCs Using Channel Modulation

M. M. Sabry; A. Sridhar; D. Atienza Alonso 

Low-power processor architecture exploration for online biomedical signal analysis

A. Y. Dogan; J. H-F. Constantin; D. Atienza Alonso; A. P. Burg; L. Benini 

A Multi-Lead ECG Classification Based on Random Projection Features

I. Bogdanova Vandergheynst; R. Vallejos; F. Javier; D. Atienza Alonso 

Fast and Scalable Temperature-driven Floorplan Design in 3D MPSoCs

I. Arnaldo; A. Vincenzi; A. Rodrigo; J. Luis; J. L. Risco et al. 

Full System Simulation of Many-Core Heterogeneous SoCs using GPU and QEMU Semihosting

S. Raghav; C. Pinto; M. Ruggiero; A. Marongiu; D. Atienza Alonso et al. 

Memory Power Optimization of Java-Based Embedded Systems Exploiting Garbage Collection Information

J. M. Velasco; D. Atienza Alonso; K. Olcoz 

Automatic online delineation of a multi-lead electrocardiogram bio signal

H. Mamaghanian; V. Rincon; N. Khaled; A. Atienza; P. Vandergheynst 

Embedded Real-Time ECG Delineation Methods: a Comparative Evaluation

R. Braojos Lopez; G. Ansaloni; D. Atienza Alonso; R. Vallejos; F. Javier 

Wearout-Aware Compiler-Directed Register Assignment for Embedded Systems

F. Ahmed; M. M. Sabry; D. Atienza Alonso; L. Milor 

Model-Based Design for Wireless Body Sensor Network Nodes

I. Beretta; F. Rincon; N. Khaled; P. R. Grassi; V. Rana et al. 

Design and Exploration of Low-Power Analog to Information Conversion Based on Compressed Sensing

H. Mamaghanian; N. Khaled; D. Atienza Alonso; P. Vandergheynst 

EigenMaps: Algorithms for Optimal Thermal Maps Extraction and Sensor Placement on Multicore Processors

J. Ranieri; A. Vincenzi; A. Chebira; D. Atienza Alonso; M. Vetterli 

Multi-Core Architecture Design for Ultra-Low-Power Wearable Health Monitoring Systems

A. Y. Dogan; J. H-F. Constantin; M. Ruggiero; A. P. Burg; D. Atienza Alonso 

Free Cooling-Aware Dynamic Power Management for Green Datacenters

J. Kim; M. Ruggiero; D. Atienza Alonso 

IcyHeart: Highly integrated ultra-low-power SoC solution for unobtrusive and energy efficient wireless cardiac monitoring

M. Milis; K. Michaelides; A. Kounoudes; G. Ansaloni; D. Atienza Alonso et al. 

A Multi-Lead Ecg Classification Based On Random Projection Features

I. Bogdanova; F. Rincon; D. Atienza 

Automated Real-Time Atrial Fibrillation Detection on a Wearable Wireless Sensor Platform

F. Rincon; P. R. Grassi; N. Khaled; D. Atienza; D. Sciuto 

Design of Energy Efficient and Dependable Health Monitoring Systems under Unreliable Nanometer Technologies

M. M. S. Aly; G. Karakonstantis; D. Atienza Alonso; A. P. Burg 

Knowledge-based design space exploration of wireless sensor networks

P. R. Grassi; I. Beretta; V. Rana; D. Atienza Alonso; D. Sciuto 

Accelerating Thermal Simulations of 3D ICs with Liquid Cooling using Neural Networks

A. Vincenzi; A. Sridhar; M. Ruggiero; D. Atienza Alonso 

System-Level Thermal-Aware Design of 3D Multiprocessors with Inter-Tier Liquid Cooling

A. Sridhar; M. M. Sabry; D. Atienza Alonso 

A High–Performance Parallel Implementation of the Chambolle Algorithm

A. Akin; I. Beretta; A. A. Nacci; V. Rana; M. D. Santambrogio et al. 

Power/Performance Exploration of Single-core and Multi-core Processor Approaches for Biomedical Signal Processing

A. Y. Dogan; D. Atienza Alonso; A. P. Burg; I. Loi; L. Benini 

Hierarchical Thermal Management Policy for High-Performance 3D Systems with Liquid Cooling

F. Zanini; M. M. S. Aly; D. Atienza Alonso; G. De Micheli 

Attaining Single-Chip, High-Performance Computing Through 3D Systems with Active Cooling

A. K. Coskun; D. Atienza Alonso; M. M. Sabry Aly; J. Meng 

Thermal-Aware System-Level Modeling and Management for Multi-Processor Systems-on-Chip

F. Zanini; D. Atienza Alonso; L. Benini; G. De Micheli 

Convex-Based Thermal Management for 3D MPSoCs Using DVFS and Variable-Flow Liquid Cooling

F. Zanini; D. Atienza Alonso; G. De Micheli 

Island-Based Adaptable Embedded System Design

I. Beretta; V. Rana; D. Atienza Alonso; D. Sciuto 

Towards Thermally-Aware Design of 3D MPSoCs with Inter-Tier Cooling

M. Sabry; A. Sridhar; D. Atienza Alonso; Y. Temiz; Y. Leblebici et al. 

Structured Sparsity Models for Compressively Sensed Electrocardiogram Signals: A Comparative Study

H. Mamaghanian; N. Khaled; D. Atienza Alonso; P. Vandergheynst