Marco Carreras

According to our database, Marco Carreras authored at least 6 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Acceleration of Artificial Neural Networks at the edge: adapting flexibly to emerging devices and models.

Marco Carreras

PhD thesis, 2022

2020

Optimizing Temporal Convolutional Network Inference on FPGA-Based Accelerators.

Marco Carreras, Gianfranco Deriu, Luigi Raffo, Luca Benini, Paolo Meloni

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Exploring NEURAghe: A Customizable Template for APSoC-Based CNN Inference at the Edge.

Paolo Meloni, Daniela Loi, Gianfranco Deriu, Marco Carreras, Francesco Conti, Alessandro Capotondi, Davide Rossi

IEEE Embed. Syst. Lett., 2020

2019

CNN hardware acceleration on a low-power and low-cost APSoC.

Paolo Meloni, Antonio Garufi, Gianfranco Deriu, Marco Carreras, Daniela Loi

Proceedings of the 2019 Conference on Design and Architectures for Signal and Image Processing, 2019

Flexible Acceleration of Convolutions on FPGAs: NEURAghe 2.0.

Marco Carreras, Gianfranco Deriu, Paolo Meloni

Proceedings of the Cyber-Physical Systems PhD Workshop 2019, an event held within the CPS Summer School "Designing Cyber-Physical Systems, 2019

2010

An application of kernel methods to gene cluster temporal meta-analysis.

Marco Antoniotti, Marco Carreras, Antonella Farinaccio, Giancarlo Mauri, Daniele Merico, Italo Zoppis

Comput. Oper. Res., 2010