Alexander Montgomerie-Corcoran

Can Xiao

Yiren Zhao

CoRR, 2023

SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices.

[BibT_eX]

[DOI]

Petros Toupas

Proceedings of the International Conference on Field Programmable Technology, 2023

PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration.

[BibT_eX]

[DOI]

Jianyi Cheng

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices.

[BibT_eX]

[DOI]

Petros Toupas

Dimitrios Tzovaras

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

2022

SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022

2021

POMMEL: Exploring Off-Chip Memory Energy & Power Consumption in Convolutional Neural Network Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 24th Euromicro Conference on Digital System Design, 2021

DEF: Differential Encoding of Featuremaps for Low Power Convolutional Neural Network Accelerators.

[BibT_eX]

[DOI]

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2019

Power-Aware FPGA Mapping of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Stylianos I. Venieris