Printed Computing: Enabling Extremely Low Cost Pervasive Near Sensor Computing

Informazioni relative al progetto

PRICOM

ID dell’accordo di sovvenzione: 101052764

DOI

10.3030/101052764

Data della firma CE 29 Giugno 2022

Data di avvio 1 Ottobre 2022

Data di completamento 30 Settembre 2027

Finanziato da

• European Research Council (ERC)

Costo totale

€ 2 499 286,25

Contributo UE

€ 2 499 286,00

Coordinato da

KARLSRUHER INSTITUT FUER TECHNOLOGIE
Germany

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Peer reviewed articles (7)

Efficient Analog Error Correction for Printed Unary-Encoded Computing

Autori: Priyanjana Pal, Brojogopal Sapui, Dennis D. Weller, Mehdi B. Tahoori
Pubblicato in: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025, ISSN 0278-0070
Editore: 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

Autori: Florentia Afentaki, Paula Carolina Lozano Duarte, Georgios Zervakis, Mehdi B. Tahoori
Pubblicato in: IEEE Embedded Systems Letters, Numero 16, 2024, ISSN 1943-0663
Editore: 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

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

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

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

Neural Evolutionary Architecture Search for Compact Printed Analog Neuromorphic Circuits

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

Enabling Printed Multilayer Perceptrons Realization via Area-Aware Neural Minimization

Autori: Argyris Kokkinis, Georgios Zervakis, Kostas Siozios, Mehdi Baradaran Tahoori, Jörg Henkel
Pubblicato in: IEEE Transactions on Computers, Numero 74, 2024, ISSN 0018-9340
Editore: 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

Autori: Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jrg Henkel
Pubblicato in: IEEE Transactions on Computers, Numero 72, 2023, ISSN 0018-9340
Editore: 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

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

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

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

Power-Aware Training for Energy-Efficient Printed Neuromorphic Circuits

Autori: Haibin Zhao, Priyanjana Pal, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori
Pubblicato in: 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 2024
Editore: IEEE
DOI: 10.1109/ICCAD57390.2023.10323917

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

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

Towards Temporal Information Processing Printed Neuromorphic Circuits with Learnable Filters

Autori: Haibin Zhao, Priyanjana Pal, Michael Hefenbrock, Michael Beigl, Mehdi Baradaran Tahoori
Pubblicato in: Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2024
Editore: ACM
DOI: 10.1145/3611315.3633249

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

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

Split Additive Manufacturing for Printed Neuromorphic Circuits

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

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

Autori: Gurol Saglam, Florentia Afentaki, Georgios Zervakis, Mehdi Tahoori
Pubblicato in: Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025
Editore: ACM
DOI: 10.1145/3658617.3697634

Hardware-Aware Automated Neural Minimization for Printed Multilayer Perceptrons

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

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

Autori: Paula Carolina Lozano Duarte, Florentia Afentaki, Georgios Zervakis, Mehdi Tahoori
Pubblicato in: Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025
Editore: ACM
DOI: 10.1145/3658617.3697715

Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers

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

Computing with Printed and Flexible Electronics

Autori: Mehdi B. Tahoori, Emre Ozer, Georgios Zervakis, Konstantinos Balaskas, Priyanjana Pal
Pubblicato in: 2025 IEEE European Test Symposium (ETS), 2025
Editore: IEEE
DOI: 10.1109/ETS63895.2025.11049609

Automatic Test Pattern Generation for Printed Neuromorphic Circuits

Autori: Tara Gheshlaghi; Priyanjana Pal; Alexander Studt; Michael Hefenbrock; Michael Beigl; Mehdi B. Tahoori
Pubblicato in: 2025 IEEE European Test Symposium, 2025
Editore: IEEE
DOI: 10.1109/ETS63895.2025.11049604

Highly-Bespoke Robust Printed Neuromorphic Circuits

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

Analog Printed Spiking Neuromorphic Circuit

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

Function Approximation Using Analog Building Blocks in Flexible Electronics

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

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

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

Power-Constrained Printed Neuromorphic Hardware Training

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