David Atienza

David Atienza

École Polytechnique Fédérale de Lausanne

H-index: 55

Europe-Switzerland

About David Atienza

David Atienza, With an exceptional h-index of 55 and a recent h-index of 27 (since 2020), a distinguished researcher at École Polytechnique Fédérale de Lausanne, specializes in the field of Embedded systems, Thermal management, HW/SW codesign, Edge AI, Internet of Things.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Combining general and personal models for epilepsy detection with hyperdimensional computing

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

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

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

STRELA: STReaming ELAstic CGRA Accelerator for Embedded Systems

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

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

David Atienza Information

University

Position

Associate Professor EE Embedded Systems Lab. (ESL)

Citations(all)

10882

Citations(since 2020)

4125

Cited By

8256

hIndex(all)

55

hIndex(since 2020)

27

i10Index(all)

197

i10Index(since 2020)

112

Email

University Profile Page

École Polytechnique Fédérale de Lausanne

Google Scholar

View Google Scholar Profile

David Atienza Skills & Research Interests

Embedded systems

Thermal management

HW/SW codesign

Edge AI

Internet of Things

Top articles of David Atienza

Title

Journal

Author(s)

Publication Date

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

IEEE Transactions on Very Large Scale Integration Systems

Pengbo Yu

Ponzina Flavio

Alexandre Sébastien Julien Levisse

Mohit Gupta

Dwaipayan Biswas

...

2024/3/5

Combining general and personal models for epilepsy detection with hyperdimensional computing

Artificial Intelligence in Medicine

Una Pale

Tomas Teijeiro

Sylvain Rheims

Philippe Ryvlin

David Atienza

2024/2/1

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

ACM Transactions on Architecture and Code Optimization

Qunyou Liu

Darong Huang

Luis Costero

Marina Zapater

David Atienza

2024

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

Simone Machetti

Pasquale Davide Schiavone

Christoph Thomas Müller

Alexandre Sébastien Julien Levisse

Miguel Peon Quiros

...

2024/3/10

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

IEEE Transactions on Sustainable Computing

Darong Huang

Luis Costero

Ali Pahlevan

Marina Zapater

David Atienza

2024/1/29

STRELA: STReaming ELAstic CGRA Accelerator for Embedded Systems

arXiv preprint arXiv:2404.12503

Daniel Vazquez

Jose Miranda

Alfonso Rodriguez

Andres Otero

Pascuale Davide Schiavone

...

2024/4/18

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

arXiv preprint arXiv:2401.09420

Corey Lammie

Flavio Ponzina

Yuxuan Wang

Joshua Klein

Marina Zapater

...

2024/1/17

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

arXiv preprint arXiv:2402.13005

Jonathan Dan

Una Pale

Alireza Amirshahi

William Cappelletti

Thorir Mar Ingolfsson

...

2024/2/20

Resource-Efficient Continual Learning for Personalized Online Seizure Detection

Amirhossein Shahbazinia

Flavio Ponzina

José Angel Miranda Calero

Jonathan Dan

Giovanni Ansaloni

...

2024/4/15

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

arXiv preprint arXiv:2401.05548

Simone Machetti

Pasquale Davide Schiavone

Thomas Christoph Müller

Miguel Peón-Quirós

David Atienza

2024/1/10

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

arXiv preprint arXiv:2402.12834

Cristian Tirelli

Juan Sapriza

Rubén Rodríguez Álvarez

Lorenzo Ferretti

Benoît Denkinger

...

2024/2/20

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

Conference on Health, Inference, and Learning (CHIL), Proceedings of Machine Learning Research

Alireza Amirshahi

Jonathan Dan

José Miranda

Amir Aminifar

David Atienza

2024

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

Simone Machetti

Miguel Peón Quirós

Deniz Kasap

Juan Sapriza

Rubén Rodríguez

...

2024/3/27

Is the powersave governor really saving power?

Darong Huang

Luis Maria Costero Valero

David Atienza Alonso

2024/2/12

Dynamic Scheduling for Event-Driven Embedded Industrial Applications

Hossein Taji

José Miranda

Miguel Peón-Quirós

Szabolcs Balasi

David Atienza

2023/10/16

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

IEEE Transactions on Computers

Benoît Walter Denkinger

Miguel Peón-Quirós

Mario Konijnenburg

David Atienza

Francky Catthoor

2023/3/22

A wearable to assess knee joint integrity using non-contact acoustic sensors

Jérôme Paul Rémy Thevenot

Kamiar Aminian

David Atienza Alonso

2023

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

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Silvio Zanoli

Flavio Ponzina

Tomás Teijeiro

Alexandre Levisse

David Atienza

2023/4/24

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

Epilepsia

Dionisije Sopic

Tomas Teijeiro

David Atienza

Amir Aminifar

Philippe Ryvlin

2023/12

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

Nataliya Yakymets

Renato Zanetti

A Ionescu

D Atienza

2023/7/24

See List of Professors in David Atienza University(École Polytechnique Fédérale de Lausanne)

Co-Authors

H-index: 138
Stephen Boyd

Stephen Boyd

Stanford University

H-index: 124
Luca Benini

Luca Benini

Università degli Studi di Bologna

H-index: 118
martin vetterli

martin vetterli

École Polytechnique Fédérale de Lausanne

H-index: 52
Colin Jones

Colin Jones

École Polytechnique Fédérale de Lausanne

H-index: 36
Davide Rossi

Davide Rossi

Università degli Studi di Bologna

H-index: 25
Federico Angiolini

Federico Angiolini

École Polytechnique Fédérale de Lausanne

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