Printed Computing: Enabling Extremely Low Cost Pervasive Near Sensor Computing

Informations projet

PRICOM

N° de convention de subvention: 101052764

DOI

10.3030/101052764

Date de signature de la CE 29 Juin 2022

Date de début 1 Octobre 2022

Date de fin 30 Septembre 2027

Financé au titre de

• European Research Council (ERC)

Coût total

€ 2 499 286,25

Contribution de l’UE

€ 2 499 286,00

Coordonné par

KARLSRUHER INSTITUT FUER TECHNOLOGIE
Germany

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Publications

Peer reviewed articles (7)

Efficient Analog Error Correction for Printed Unary-Encoded Computing

Auteurs: Priyanjana Pal, Brojogopal Sapui, Dennis D. Weller, Mehdi B. Tahoori
Publié dans: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025, ISSN 0278-0070
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCAD.2025.3570162

Reducing ADC Front-End Costs During Training of On-Sensor Printed Multilayer Perceptrons

Auteurs: Florentia Afentaki, Paula Carolina Lozano Duarte, Georgios Zervakis, Mehdi B. Tahoori
Publié dans: IEEE Embedded Systems Letters, Numéro 16, 2024, ISSN 1943-0663
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/LES.2024.3447412

PRINT-SAFE: Printed Ultra-Low-Cost Electronic X-Design with Scalable Adaptive Fault Endurance

Auteurs: Priyanjana Pal, Tara Gheshlaghi, Haibin Zhao, Michael Hefenbrock, Michael Beigl, Mehdi Tahoori
Publié dans: ACM Transactions on Embedded Computing Systems, 2025, ISSN 1539-9087
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3758096

Model-to-Circuit Cross-Approximation For Printed Machine Learning Classifiers

Auteurs: Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jrg Henkel
Publié dans: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Numéro 42, 2023, ISSN 0278-0070
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCAD.2023.3258668

Neural Evolutionary Architecture Search for Compact Printed Analog Neuromorphic Circuits

Auteurs: Haibin Zhao, Priyanjana Pal, Michael Hefenbrock, Yuhong Wang, Michael Beigl, Mehdi B. Tahoori
Publié dans: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Numéro 44, 2024, ISSN 0278-0070
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCAD.2024.3524357

Enabling Printed Multilayer Perceptrons Realization via Area-Aware Neural Minimization

Auteurs: Argyris Kokkinis, Georgios Zervakis, Kostas Siozios, Mehdi Baradaran Tahoori, Jörg Henkel
Publié dans: IEEE Transactions on Computers, Numéro 74, 2024, ISSN 0018-9340
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TC.2024.3524076

Co-Design of Approximate Multilayer Perceptron for Ultra-Resource Constrained Printed Circuits

Auteurs: Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jrg Henkel
Publié dans: IEEE Transactions on Computers, Numéro 72, 2023, ISSN 0018-9340
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TC.2023.3251863

Conference proceedings (18)

Bespoke Approximation of Multiplication-Accumulation and Activation Targeting Printed Multilayer Perceptrons

Auteurs: Florentia Afentaki, Gurol Saglam, Argyris Kokkinis, Kostas Siozios, Georgios Zervakis, Mehdi B. Tahoori
Publié dans: 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 2024
Éditeur: IEEE
DOI: 10.1109/ICCAD57390.2023.10323613

On-Sensor Printed Machine Learning Classification via Bespoke ADC and Decision Tree Co-Design

Auteurs: Giorgos Armeniakos, Paula L. Duarte, Priyanjana Pal, Georgios Zervakis, Mehdi B. Tahoori, Dimitrios Soudris
Publié dans: 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024
Éditeur: IEEE
DOI: 10.23919/DATE58400.2024.10546585

Power-Aware Training for Energy-Efficient Printed Neuromorphic Circuits

Auteurs: Haibin Zhao, Priyanjana Pal, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori
Publié dans: 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 2024
Éditeur: IEEE
DOI: 10.1109/ICCAD57390.2023.10323917

Evolutionary Approximation of Ternary Neurons for On-sensor Printed Neural Networks

Auteurs: Vojtech Mrazek, Argyris Kokkinis, Panagiotis Papanikolaou, Zdenek Vasicek, Kostas Siozios, Georgios Tzimpragos, Mehdi Tahoori, Georgios Zervakis
Publié dans: Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2025
Éditeur: ACM
DOI: 10.1145/3676536.3676728

Towards Temporal Information Processing Printed Neuromorphic Circuits with Learnable Filters

Auteurs: Haibin Zhao, Priyanjana Pal, Michael Hefenbrock, Michael Beigl, Mehdi Baradaran Tahoori
Publié dans: Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2024
Éditeur: ACM
DOI: 10.1145/3611315.3633249

ADAPT-pNC: Mitigating Device Variability and Sensor Noise in Printed Neuromorphic Circuits with SO Adaptive Learnable Filters

Auteurs: Tara Gheshlaghi, Priyanjana Pal, Haibin Zhao, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori
Publié dans: 2025 Design, Automation & Test in Europe Conference (DATE), 2025
Éditeur: IEEE
DOI: 10.23919/DATE64628.2025.10992786

Split Additive Manufacturing for Printed Neuromorphic Circuits

Auteurs: Haibin Zhao, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori
Publié dans: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023
Éditeur: IEEE
DOI: 10.23919/DATE56975.2023.10136891

Sequential Printed Multilayer Perceptron Circuits for Super-TinyML Multi-Sensory Applications

Auteurs: Gurol Saglam, Florentia Afentaki, Georgios Zervakis, Mehdi Tahoori
Publié dans: Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025
Éditeur: ACM
DOI: 10.1145/3658617.3697634

Hardware-Aware Automated Neural Minimization for Printed Multilayer Perceptrons

Auteurs: Argyris Kokkinis, Georgios Zervakis, Kostas Siozios, Mehdi B. Tahoori, Jörg Henkel
Publié dans: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023
Éditeur: IEEE
DOI: 10.23919/DATE56975.2023.10137161

Design and In-training Optimization of Binary Search ADC for Flexible Classifiers

Auteurs: Paula Carolina Lozano Duarte, Florentia Afentaki, Georgios Zervakis, Mehdi Tahoori
Publié dans: Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025
Éditeur: ACM
DOI: 10.1145/3658617.3697715

Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers

Auteurs: Priyanjana Pal, Florentia Afentaki, Haibin Zhao, Gurol Saglam, Michael Hefenbrock, Georgios Zervakis, Michael Beigl, Mehdi B. Tahoori
Publié dans: 2024 IEEE European Test Symposium (ETS), 2024
Éditeur: IEEE
DOI: 10.1109/ETS61313.2024.10567964

Computing with Printed and Flexible Electronics

Auteurs: Mehdi B. Tahoori, Emre Ozer, Georgios Zervakis, Konstantinos Balaskas, Priyanjana Pal
Publié dans: 2025 IEEE European Test Symposium (ETS), 2025
Éditeur: IEEE
DOI: 10.1109/ETS63895.2025.11049609

Automatic Test Pattern Generation for Printed Neuromorphic Circuits

Auteurs: Tara Gheshlaghi; Priyanjana Pal; Alexander Studt; Michael Hefenbrock; Michael Beigl; Mehdi B. Tahoori
Publié dans: 2025 IEEE European Test Symposium, 2025
Éditeur: IEEE
DOI: 10.1109/ETS63895.2025.11049604

Highly-Bespoke Robust Printed Neuromorphic Circuits

Auteurs: Haibin Zhao, Brojogopal Sapui, Michael Hefenbrock, Zhidong Yang, Michael Beigl, Mehdi B. Tahoori
Publié dans: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024
Éditeur: IEEE
DOI: 10.23919/DATE56975.2023.10137298

Analog Printed Spiking Neuromorphic Circuit

Auteurs: Priyanjana Pal, Haibin Zhao, Maha Shatta, Michael Hefenbrock, Sina Bakhtavari Mamaghani, Sani Nassif, Michael Beigl, Mehdi B. Tahoori
Publié dans: 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024
Éditeur: IEEE
DOI: 10.23919/DATE58400.2024.10546813

Function Approximation Using Analog Building Blocks in Flexible Electronics

Auteurs: Paula Carolina Lozano Duarte, Aradhana Dube, Georgios Zervakis, Mehdi Tahoori, Sani Nassif
Publié dans: 2025 26th International Symposium on Quality Electronic Design (ISQED), 2025
Éditeur: IEEE
DOI: 10.1109/ISQED65160.2025.11014355

Embedding Hardware Approximations in Discrete Genetic-Based Training for Printed MLPs

Auteurs: Florentia Afentaki, Michael Hefenbrock, Georgios Zervakis, Mehdi B. Tahoori
Publié dans: 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024
Éditeur: IEEE
DOI: 10.23919/DATE58400.2024.10546879

Power-Constrained Printed Neuromorphic Hardware Training

Auteurs: Tara Gheshlaghi, Haibin Zhao, Priyanjana Pal,Michael Hefenbrock, Michael Beigl,Mehdi B. Tahoori
Publié dans: 2025 Design Automation Conference (DAC), San Francisco, CA,USA, 2025
Éditeur: IEEE
DOI: 10.5445/IR/1000179715