VALPREDA, EMANUELE

VALPREDA, EMANUELE  

Dipartimento di Elettronica e Telecomunicazioni  

050397  

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Citazione Data di pubblicazione Autori File
MARLIN: A Co-Design Methodology for Approximate ReconfigurabLe Inference of Neural Networks at the Edge / Guella, Flavia; Valpreda, Emanuele; Caon, Michele; Masera, Guido; Martina, Maurizio. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. - ISSN 1549-8328. - ELETTRONICO. - (2024). [10.1109/tcsi.2024.3365952] 1-gen-2024 Guella, FlaviaValpreda, EmanueleCaon, MicheleMasera, GuidoMartina, Maurizio TCSI3365952.pdfGuella-Marlin.pdf
HW-Flow-Fusion: Inter-Layer Scheduling for Convolutional Neural Network Accelerators with Dataflow Architectures / Valpreda, Emanuele; Mori, Pierpaolo; Fasfous, Nael; Vemparala, Manoj Rohit; Frickenstein, Alexander; Frickenstein, Lukas; Stechele, Walter; Passerone, Claudio; Masera, Guido; Martina, Maurizio. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 11:18(2022), p. 2933. [10.3390/electronics11182933] 1-gen-2022 Valpreda, EmanueleMori, PierpaoloPasserone, ClaudioMasera, GuidoMartina, Maurizio + electronics-11-02933-1.pdfHW_Flow_Fusion__Inter_Layer_Scheduling_for_Convolutional_Neural_Network_Accelerators_with_Dataflow_Architectures.pdf
HW-Flow: A Multi-Abstraction Level HW-CNN Codesign Pruning Methodology / Rohit Vemparala, Manoj; Fasfous, Nael; Frickenstein, Alexander; Valpreda, Emanuele; Camalleri, Manfredi; Zhao, Qi; Unger, Christian; Shankar Nagaraja, Naveen; Martina, Maurizio; Stechele, Walter. - In: LEIBNIZ TRANSACTIONS ON EMBEDDED SYSTEMS. - ISSN 2199-2002. - ELETTRONICO. - 8:1(2022), pp. 1-30. [10.4230/LITES.8.1.3] 1-gen-2022 Emanuele ValpredaMaurizio Martina + hw-flow_published.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.pdfCODES2021___HW_FlowQ_accepted.pdf