Publications

3D-ICE 4.0: Accurate and efficient thermal modeling for 2.5D/3D heterogeneous chiplet systems

K. Zhu; D. Huang; L. Costero; D. Atienza 

HEEPidermis: a versatile SoC for BioZ recording

J. Sapriza; A. Naclerio; B. Grassano; F. S. Quadri; T. Terzano et al. 

EEG glasses for real-time brain electrical activity monitoring

R. Zanetti; D. Atienza 

Invited Paper: FEMU: An Open-Source and Configurable Emulation Framework for Prototyping TinyAI Heterogeneous Systems

S. Machetti; D. Kasap; J. Sapriza; R. R. Álvarez; H. Taji et al. 

A 20-Year Retrospective on Power and Thermal Modeling and Management

D. Atienza; K. Zhu; D. Huang; L. Costero 

Benchmark of EEG-based seizure detection algorithms with SzCORE

C. W. Samanos; J. Dan; D. Atienza Alonso 

A Hybrid Ble-lf Tag for Extended-range Cattle Rfid

J. Sapriza; N. Martinez; M. Miguez; A. Arnaud 

Stop Wasting your Cache! Bringing Machine Learning into Cache Computing

V. Petrolo; F. Guella; M. Caon; G. Masera; M. Martina 

Quadrilatero: A RISC-V programmable matrix coprocessor for low-power edge applications

D. Cammarata; M. Perotti; M. Bertuletti; A. Garofalo; P. D. Schiavone et al. 

FADE: Forecasting for anomaly detection on ECG

P. Ruiz-Barroso; F. M. Castro; J. Miranda; D-A. Constantinescu; D. Atienza et al. 

Survey of the Edge Radial Electric Field in L-mode Tcv Plasmas Using Doppler Backscattering

S. Rienacker; P. Hennequin; L. Vermare; C. Honore; S. Coda et al. 

Federated Learning with Patient-Annotated Data in Epileptic Seizure Detection

A. Aminifar; J. Dan; D. Atienza 

ARCANE: Adaptive RISC-V Cache Architecture for Near-memory Extensions

V. Petrolo; F. Guella; M. Caon; P. D. Schiavone; G. Masera et al. 

Towards Accurate RISC-V Full System Simulation via Component-level Calibration

K. Pathak; Said Hamdioui; G. Ansaloni; J. Klein; Georgi Gaydadjiev et al. 

A flexible framework for early power and timing comparison of time-multiplexed CGRA kernel executions

M. H. Aspros; J. Sapriza; G. Ansaloni; D. Atienza Alonso 

Just TestIt! An SBST Approach To Automate System-Integration Testing

T. Terzano; L. Giuffrida; J. Sapriza; P. D. Schiavone; G. Masera et al. 

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. 

A Reconfigurable High-Dynamic Range ∆Σ Front-End with Event-Based Decimation for Bandwidth-Efficient Implantable Neural Interfaces

N. Martínez; J. Sapriza; D. Schiavone; G. Ansaloni; L. Bashford et al. 

Personalization on a Budget: Minimally-Labeled Continual Learning for Resource-Efficient Seizure Detection

A. Shahbazinia; J. Dan; J. A. Miranda; G. Ansaloni; D. Atienza Alonso 

Reinforcement Learning on Reconfigurable Hardware: Overcoming Material Variability in Laser Material Processing

G. Masinelli; C. Rajani; P. Hoffmann; K. Wasmer; D. Atienza 

SzCORE as a benchmark: report from the seizure detection challenge at the 2025 AI in Epilepsy and Neurological Disorders Conference

J. Dan; A. Shahbazinia; C. Kechris; D. Atienza 

𝑋-Point Target Radiator Regime in Tokamak Divertor Plasmas

K. Lee; C. Theiler; M. Carpita; O. Février; A. Perek 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 

Deep learning–based detection of generalized convulsive seizures using a wrist‐worn accelerometer

A. J. Spahr; A. Bernini; P. Ducouret; C. Baumgartner; J. P. Koren et al. 

Longitudinal high-density cortical auditory event-related potentials and speech-sound discrimination in the first two years of life in extremely and very preterm infants without developmental disorders

K. Pelc; J. Dan; C. Verhoeven; B. Dan 

An MLIR-based Compilation Framework for CGRA Application Deployment

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

The Development of Embedded Computing as a Discipline [special Section on 2025 Ieee Kirchhoff Award]

M. Wolf; D. Atienza; R. K. Gupta 

Scalable and RISC-V Programmable Near-Memory Computing Architectures for Edge Nodes

M. Caon; C. R. J. Choné; P. D. Schiavone; A. S. J. Levisse; Masera Guido et al. 

Multi-Partner Project: Sustainable Textile Electronics (STELEC)

B. Zhou; M. Liu; S. Bian; D. Geiβler; P. Lukowicz et al. 

Solving the Cold-Start Problem for the Edge: Clustering and Adaptive Deep Learning for Emotion Detection

J. Sun; L. G. Martín; C. L. Ongil; J. Miranda; J. Portilla 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. 

Forecasting Water Dynamics in Pipe-Networks: Machine Learning Approach

G. Abdollahinejad; S. Baghersalimi; D-A. Constantinescu; Y. Sadowski; A. Martinez et al. 

Characterization of the I-phase regime at TCV

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

Systolic Arrays and Structured Pruning Co-design for Efficient Transformers in Edge Systems

P. Palacios Almendros; R. Medina Morillas; J-L. Rouas; G. Ansaloni; D. Atienza Alonso 

Variable-Precision SIMD Arithmetic for Edge AI

Open-Source and Configurable RISC-V Platforms for Exploring TinyAI Heterogeneous Systems

X-HEEP: An Open-Source, Configurable and Extendible RISC-V Platform for TinyAI Applications

S. Machetti; P. D. Schiavone; G. Ansaloni; M. Peon Quiros; D. Atienza Alonso 

Structured pruning for efficient systolic array accelerated cascade Speech-to-Text Translation

J-L. Rouas; C. Brazier; L. Letaifa; R. Medina; P. Palacios et al. 

Dependence of divertor turbulence on plasma density and current in TCV

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

SideDRAM: Integrating SoftSIMD Datapaths near DRAM Banks for Energy-Efficient Variable Precision Computation

R. Medina; D. Biswas; A. S. J. Levisse; P. Yu; M. Zapater Sancho et al. 

System-aware Architectural Co-design to Tackle the Memory Wall

DeepBindi: An End-to-End Fear Detection System Optimized for Extreme-Edge Deployment

L. Gutiérrez-Martín; C. López-Ongil; J. A. Miranda-Calero 

Time series saliency maps: Explaining models across multiple domains

C. Kechris; J. Dan; D. Atienza 

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

Event-based sensing for efficient processing in low-power IoT platforms

Multi-Objective Management for Many-Core Computing Servers

Gem5-AcceSys: Enabling System-Level Exploration of Standard Interconnects for Novel Accelerators

Q. Liu; M. Zapater; D. Atienza 

Physical Design Exploration of a Wire-Friendly Domain-Specific Processor for Angstrom-Era Nodes

L. Ruotolo; L. Orlandic; P. Yu; M. Brunion; D. J. Pagliari et al. 

CiMBA: Accelerating Genome Sequencing through On-Device Basecalling via Compute-in-Memory

W. A. Simon; I. Boybat; R. Kodra; E. Ferro; G. Singh et al. 

Cough-E: A multimodal, privacy-preserving cough detection algorithm for the edge

S. Albini; L. Orlandic; J. Dan; J. Thevenot; T. Teijeiro et al. 

Enabling Deep Learning Models for Seizure Monitoring within Wearables Lifecycle

TimEHR: Image-based Time Series Generation for Electronic Health Records

H. Karami; M-A. Hartley; D. Atienza; A. Ionescu 

HEEPstor: an Open-Hardware Co-design Framework for Quantized Machine Learning at the Edge

P. Palacios Almendros; R. Medina Morillas; G. Ansaloni; 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. 

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. 

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. 

Personalized Clustering for Emotion Recognition Improvement

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

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. 

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. 

Energy Efficient Co-design for Radio Interferometry using Reconfigurable Accelerators

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

UrbanTwin: An urban digital twin for climate action

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

An Open-Source and Configurable RISC-V CPU/GPU Accelerated Processing Unit for Ultra-Low-Power Wearable Devices

S. Machetti; P. D. Schiavone; G. Ansaloni; D. Atienza 

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. 

Performance evaluation of acceleration of convolutional layers on OpenEdgeCGRA

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

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 

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 

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. 

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

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. 

FVLLMONTI: The 3D Neural Network Compute Cube (N2C2) Concept for Efficient Transformer Architectures Towards Speech-to-Speech Translation

I. O’Connor; S. Mannaa; A. Bosio; B. Deveautour; D. Deleruyelle et al. 

Distributed Machine Learning Targeting Embedded Systems for Epilepsy Detection

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

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

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. 

EdgeAI-Aware Design of In-Memory Computing Architectures

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. 

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 

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

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

Ambulatory seizure detection

A. Bernini; J. Dan; P. Ryvlin 

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. 

Dynamic Scheduling for Event-Driven Embedded Industrial Applications

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

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 

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. 

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

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

Hyperdimensional computing for biosignal monitoring: Applications for epilepsy detection

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. 

A Multimodal Dataset for Automatic Edge-AI Cough Detection

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

Real-time Personalized Monitoring of Neurological Disorders on Wearable Systems

Hardware-Software co-design Methodologies for Edge AI Optimization

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

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

Point-process-based Representation Learning for Electronic Health Records

H. Karami; A. Ionescu; D. Atienza 

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

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

Label-efficient deep semantic segmentation of intracranial hemorrhages in CT-scans

A. Spahr; J. Ståhle; C. Wang; M. Kaijser 

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

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

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

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

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

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

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

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

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

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

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

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. 

Object-oriented modelling of advanced computer cooling solutions

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

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

J. Dan; N. Seeuws 

Overflow-free compute memories for edge AI acceleration

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

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 

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 

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 

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 

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

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

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

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

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 

In-Memory Hardware and Architectural Extensions for Workloads Acceleration

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

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. 

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 

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. 

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

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

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

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

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

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 

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 

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. 

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 

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. 

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. 

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 

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 

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 

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 

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 

Systematic Assessment of Hyperdimensional Computing for Epileptic Seizure Detection

U. Pale; T. Teijeiro; 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 

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. 

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. 

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 

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

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 

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 

EpilepsyGAN: Synthetic Epileptic Brain Activities with Privacy Preservation

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

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

D. Majoe; 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 

Cognitive workload monitoring in virtual reality based rescue missions with drones

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

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 

Noise-Resilient and Interpretable Epileptic Seizure Detection

A. Hitchcock Thomas; A. Aminifar; 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. 

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. 

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 

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. 

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

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

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

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

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

R. Zanetti; A. Aminifar; 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 

Monitoring of Cardiovascular and Neurological Diseases Using Wearable Devices

Accelerating Inference on Binary Neural Networks with Digital RRAM Processing

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

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

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. 

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 

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 

Adaptive Laser Welding Control: A Reinforcement Learning Approach

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

Dynamic Thermal Management with Proactive Fan Speed Control Through Reinforcement Learning

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

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. 

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. 

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. 

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. 

Teleoperation with a wearable sensor system

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

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

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

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. 

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. 

A wearable system for real-time detection of epileptic seizures

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

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 

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

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

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. 

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. 

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

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

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

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

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

S. Zanoli 

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 

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 

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. 

Physiological Characterization of Need for Assistance in Rescue Missions with Drones

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

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 

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 

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 

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

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

Fast Energy Estimation Through Partial Execution of HPC Applications

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

Jacket for embodied interaction with virtual or distal robotic device

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

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

D. Sopic; 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 

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. 

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. 

Self-Aware Wearable Systems in Epileptic Seizure Detection

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

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 

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

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

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. 

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 

MANGO: exploring Manycore Architectures for Next-GeneratiOn HPC systems

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

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 

Hierarchical Cardiac-Rhythm Classification Based on Electrocardiogram Morphology

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

Method and Device for Non-Invasive Blood Pressure Measurement

A. Dias Júnior; S. Murali; F. J. Rincon Vallejos; 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. 

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. 

Thermal Characterization of Next-Generation Workloads on Heterogeneous MPSoCs

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

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

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

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 

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. 

Towards Near-Threshold Server Processors

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

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

R. Braojos Lopez; D. Atienza 

Microarchitectural Low-Power Design Techniques for Embedded Microprocessors

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 

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. 

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. 

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

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

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

Enabling HPC for QoS-sensitive applications: the MANGO approach

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

Efficient Hardware Design Of Iterative Stencil Loops

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

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

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

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 

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 

Parallelizing the Chambolle Algorithm for Performance Optimized Mapping on FPGA devices

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

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 

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 

Design of Ultra-Low-Power Smart Wearable 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. 

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

Method for detecting abnormalities in an electrocardiogram

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

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 

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

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

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

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

GPU Acceleration for Simulating Massively Parallel Many-Core Platforms

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

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

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

ICCAD 2015 Contest in 3D Interlayer Cooling Optimized Network

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

Estimation of Blood Pressure and Pulse Transit Time Using Your Smartphone

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

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

J. Kim; M. S. A-A. Mohamed; M. Ruggiero; 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 

Scalable Simulation Methodologies for Many-Core Heterogeneous Systems

Integrated Microfluidic Power Generation and Cooling for Bright Silicon MPSoCs

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

Risk Assessment of Atrial Fibrillation: a Failure Prediction Approach

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

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 

Ultra-Low Power Design of Wearable Cardiac Monitoring Systems

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

A Mapping-Scheduling Algorithm for Hardware Acceleration on Reconfigurable Platforms

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

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

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

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

Online Energy-Efficient Task-Graph Scheduling for Multicore Platforms

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

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. 

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

R. Braojos Lopez; I. Beretta; G. Ansaloni; 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 

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

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

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; N. Mastronarde; M. Van Der Schaar 

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 

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

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

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

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 

Early Classification of Pathological Heartbeats on Wireless Body Sensor Nodes

R. Braojos; 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. 

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

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

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

M. M. S. Aly; D. Atienza Alonso 

Ultra-Low Power Design of Wearable Cardiac Monitoring Systems

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

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

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

A Unified Online Directed Acyclic Graph Flow Manager for Multicore Schedulers

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

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

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

Ultra-Low Power Multicore Architecture For Parallel Biomedical Signal Processing

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

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

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

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

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. 

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 

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 

Energy-Aware Processing Platform Exploration for Embedded Biosignal Analysis

Correlation-Aware Virtual Machine Allocation for Energy-Efficient Datacenters

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

Thermal Simulation of Liquid-Cooled Integrated Circuits

Design Methods for Parallel Hardware Implementation of Multimedia Iterative Algorithms

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

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