Marco Carreras

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 5

Top Topics

Field Programmable Gate Array

Probabilistic Reasoning

Hardware Implementation

Inference Process

Top Venues

IEEE Embed. Syst. Lett.

IEEE J. Emerg. Sel. Topics Circuits Syst.

CPS Summer School, PhD Workshop

Publications

Marco Carreras, Gianfranco Deriu, Luigi Raffo, Luca Benini, Paolo Meloni
Optimizing Temporal Convolutional Network inference on FPGA-based accelerators. CoRR (2020)
Paolo Meloni, Daniela Loi, Gianfranco Deriu, Marco Carreras, Francesco Conti, Alessandro Capotondi, Davide Rossi
Exploring NEURAghe: A Customizable Template for APSoC-Based CNN Inference at the Edge. IEEE Embed. Syst. Lett. 12 (2) (2020)
Marco Carreras, Gianfranco Deriu, Luigi Raffo, Luca Benini, Paolo Meloni
Optimizing Temporal Convolutional Network Inference on FPGA-Based Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (3) (2020)
Marco Carreras, Gianfranco Deriu, Paolo Meloni
Flexible Acceleration of Convolutions on FPGAs: NEURAghe 2.0. CPS Summer School, PhD Workshop (2019)
Paolo Meloni, Antonio Garufi, Gianfranco Deriu, Marco Carreras, Daniela Loi
CNN hardware acceleration on a low-power and low-cost APSoC. DASIP (2019)
Marco Antoniotti, Marco Carreras, Antonella Farinaccio, Giancarlo Mauri, Daniele Merico, Italo Zoppis
An application of kernel methods to gene cluster temporal meta-analysis. Comput. Oper. Res. 37 (8) (2010)