Emanuele Valpreda

Emanuele Valpreda

Politecnico di Torino - Torino / Italy
Engineering & Technology / Computer Science
AD Scientific Index ID: 5629102
Polytechnic University of Turin
person_outline Emanuele Valpreda's MOST POPULAR ARTICLES
1-) Anaconga: Analytical hw-cnn co-design using nested genetic algorithmsN Fasfous, MR Vemparala, A Frickenstein, E Valpreda, D Salihu, J Höfer, ...2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 238-243, 2022122022
2-) Hw-flowq: A multi-abstraction level hw-cnn co-design quantization methodologyN Fasfous, MR Vemparala, A Frickenstein, E Valpreda, D Salihu, ...ACM Transactions on Embedded Computing Systems (TECS) 20 (5s), 1-25, 2021112021
3-) MARLIN: A Co-Design Methodology for Approximate ReconfigurabLe Inference of Neural Networks at the EdgeF Guella, E Valpreda, M Caon, G Masera, M MartinaIEEE Transactions on Circuits and Systems I: Regular Papers, 202492024
4-) Mind the scaling factors: Resilience analysis of quantized adversarially robust cnnsN Fasfous, L Frickenstein, M Neumeier, MR Vemparala, A Frickenstein, ...2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 706-711, 202282022
5-) HW-flow-fusion: Inter-layer scheduling for convolutional neural network accelerators with dataflow architecturesE Valpreda, P Morì, N Fasfous, MR Vemparala, A Frickenstein, ...Electronics 11 (18), 2933, 202242022