Subject: Ensemble learning (Machine learning)

FAST ID: 2023707 | WorldCat Record

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Academic Publications

E2CNNs: Ensembles of Convolutional Neural Networks to Improve Robustness Against Memory Errors in Edge-Computing Devices

Flavio Ponzina; Miguel Peon-Quiros; Andreas Burg; David Atienza

IEEE Transactions on Computers, 2021, journal article

IEEE Transactions on Computers (2021)

SJR: 1.2430
H-index: 148
Publisher: IEEE Computer Society
ISSN: 00189340, 15579956
Coverage: 1968-2026

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Cited by 23
Electrical and Computer Engineering GREW Fellow

Edge computing Ensemble learning (Machine learning) Robust control

Conference Presentations

Multi-Model Inference Composition of Hyperdimensional Computing Ensembles

Flavio Ponzina; Rishikanth Chandrasekaran; Anya Wang; Seiji Minowada; Siddharth Sharma; Tajana Rosing

2024 IEEE 42Nd International Conference on Computer Design (Iccd), 2024, conference paper
Electrical and Computer Engineering GREW Fellow

Artificial intelligence Ensemble learning (Machine learning) Heterogeneous distributed computing systems Neural networks (Computer science)

Using ensemble learning to improve radiation tolerance of CNNs in space applications

Flavio Ponzina; et al.

Spaice, 2024, conference paper
Electrical and Computer Engineering GREW Fellow

Computer science Ensemble learning (Machine learning) Exploration of outer space