SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures A Montgomerie-Corcoran, Z Yu, CS Bouganis 32nd International Conference on Field-Programmable Logic and Applications, 2022 | 11 | 2022 |
Power-aware FPGA mapping of convolutional neural networks A Montgomerie-Corcoran, SI Venieris, CS Bouganis 2019 International Conference on Field-Programmable Technology (ICFPT), 327-330, 2019 | 11 | 2019 |
DEF: Differential encoding of featuremaps for low power convolutional neural network accelerators A Montgomerie-Corcoran, C Savvas-Bouganis Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021 | 9 | 2021 |
Harflow3d: A latency-oriented 3d-cnn accelerator toolflow for har on fpga devices P Toupas, A Montgomerie-Corcoran, CS Bouganis, D Tzovaras 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom …, 2023 | 5 | 2023 |
SATAY: a streaming architecture toolflow for accelerating YOLO Models on FPGA Devices A Montgomerie-Corcoran, P Toupas, Z Yu, CS Bouganis 2023 International Conference on Field Programmable Technology (ICFPT), 179-187, 2023 | 3 | 2023 |
Pass: Exploiting post-activation sparsity in streaming architectures for cnn acceleration A Montgomerie-Corcoran, Z Yu, J Cheng, CS Bouganis 2023 33rd International Conference on Field-Programmable Logic and …, 2023 | 2 | 2023 |
HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator Z Yu, S Sreeram, K Agrawal, J Wu, A Montgomerie-Corcoran, C Zhang, ... arXiv preprint arXiv:2406.03088, 2024 | | 2024 |
POMMEL: Exploring Off-Chip Memory Energy & Power Consumption in Convolutional Neural Network Accelerators A Montgomerie-Corcoran, CS Bouganis 2021 24th Euromicro Conference on Digital System Design (DSD), 442-448, 2021 | | 2021 |