Archivio Istituzionale della RicercaVALPREDA, EMANUELE
VALPREDA, EMANUELE
Dipartimento di Elettronica e Telecomunicazioni
050397
AnaCoNGA: Analytical HW-CNN Co-Design Using Nested Genetic Algorithms
2022-01-01 Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Salihu, Driton; Hufer, Julian; Singh, Anmol; Nagaraja, Naveen-Shankar; Voegel, Hans-Joerg; Vu Doan, Nguyen Anh; Martina, Maurizio; Becker, Juergen; Stechele, Walter
HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology
2021-01-01 Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Salihu, Driton; Doan, Nguyen Anh Vu; Unger, Christian; Nagaraja, Naveen Shankar; Martina, Maurizio; Stechele, Walter
Mind the Scaling Factors: Resilience Analysis of Quantized Adversarially Robust CNNs
2022-01-01 Fasfous, Nael; Frickenstein, Lukas; Neumeier, Michael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Martina, Maurizio; Stechele, Walter
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| AnaCoNGA: Analytical HW-CNN Co-Design Using Nested Genetic Algorithms / Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Salihu, Driton; Hufer, Julian; Singh, Anmol; Nagaraja, Naveen-Shankar; Voegel, Hans-Joerg; Vu Doan, Nguyen Anh; Martina, Maurizio; Becker, Juergen; Stechele, Walter. - ELETTRONICO. - (2022), pp. 238-243. ((Intervento presentato al convegno 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) tenutosi a Antwerp, Belgium nel 14-23 March 2022 [10.23919/DATE54114.2022.9774574]. | 1-gen-2022 | Valpreda, EmanueleMartina, Maurizio + | 2022_DATE___AnaCoNGA_Accepted_.pdf; AnaCoNGA_Analytical_HW-CNN_Co-Design_Using_Nested_Genetic_Algorithms.pdf |
| HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology / Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Salihu, Driton; Doan, Nguyen Anh Vu; Unger, Christian; Nagaraja, Naveen Shankar; Martina, Maurizio; Stechele, Walter. - In: ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS. - ISSN 1539-9087. - ELETTRONICO. - 20:5s(2021), pp. 1-25. [10.1145/3476997] | 1-gen-2021 | Valpreda, EmanueleMartina, Maurizio + | 3476997.pdf; CODES2021___HW_FlowQ_accepted.pdf |
| Mind the Scaling Factors: Resilience Analysis of Quantized Adversarially Robust CNNs / Fasfous, Nael; Frickenstein, Lukas; Neumeier, Michael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Valpreda, Emanuele; Martina, Maurizio; Stechele, Walter. - ELETTRONICO. - (2022), pp. 706-711. ((Intervento presentato al convegno 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) tenutosi a Antwerp, Belgium nel 14-23 March 2022 [10.23919/DATE54114.2022.9774686]. | 1-gen-2022 | Valpreda, EmanueleMartina, Maurizio + | 2022_DATE___MindScalingFactors_Accepted_.pdf; Mind_the_Scaling_Factors_Resilience_Analysis_of_Quantized_Adversarially_Robust_CNNs.pdf |