Publications
Journals
Montgomerie-Corcoran A, Yu Z, Bouganis CS, 2022, SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures, Proceedings - 2022 32nd International Conference on Field-programmable Logic and Applications, Fpl 2022, Pages:418-424
Conference
Montgomerie-Corcoran A, Bouganis C-S, 2021, POMMEL: Exploring Off-Chip Memory Energy & Power Consumption in Convolutional Neural Network Accelerators, 24th Euromicro Conference on Digital System Design (DSD), IEEE COMPUTER SOC, Pages:442-448
Montgomerie-Corcoran A, Savvas-Bouganis C, 2021, DEF: Differential Encoding of Featuremaps for Low Power Convolutional Neural Network Accelerators, 26th Asia and South Pacific Design Automation Conference (ASP-DAC), IEEE, Pages:703-708, ISSN:2153-6961
Montgomerie-Corcoran A, Venieris S, Bouganis C-S, 2019, Power-Aware FPGA Mapping of Convolutional Neural Networks, International Conference on Field-Programmable Technology (ICFPT), IEEE COMPUTER SOC, Pages:327-330