Cristian Sestito

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Spatial Pyramid

Hardware Software Partitioning

Convolutional Neural Networks

Top Venues

DASC/PiCom/CBDCom/CyberSciTech

Publications

Cristian Sestito, Stefania Perri, Robert J. Stewart
FPGA Design of Transposed Convolutions for Deep Learning Using High-Level Synthesis. J. Signal Process. Syst. 95 (10) (2023)
Cristian Sestito, Stefania Perri, Robert Stewart
Design-Space Exploration of Quantized Transposed Convolutional Neural Networks for FPGA-based Systems-on-Chip. DASC/PiCom/CBDCom/CyberSciTech (2022)
Cristian Sestito, Stefania Perri, Robert Stewart
Accuracy Evaluation of Transposed Convolution-Based Quantized Neural Networks. IJCNN (2022)
Cristian Sestito, Fanny Spagnolo, Stefania Perri
Design of Flexible Hardware Accelerators for Image Convolutions and Transposed Convolutions. J. Imaging 7 (10) (2021)
Stefania Perri, Cristian Sestito, Fanny Spagnolo, Pasquale Corsonello
Efficient Deconvolution Architecture for Heterogeneous Systems-on-Chip. J. Imaging 6 (9) (2020)
Cristian Sestito, Fanny Spagnolo, Pasquale Corsonello, Stefania Perri
An Efficient Convolution Engine based on the À-trous Spatial Pyramid Pooling. ASAP (2020)