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Christos Bouganis
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fpgaConvNet: A framework for mapping convolutional neural networks on FPGAs
SI Venieris, CS Bouganis
2016 IEEE 24th Annual International Symposium on Field-Programmable Custom …, 2016
2652016
Toolflows for mapping convolutional neural networks on FPGAs: A survey and future directions
SI Venieris, A Kouris, CS Bouganis
arXiv preprint arXiv:1803.05900, 2018
1882018
DroNet: Efficient convolutional neural network detector for real-time UAV applications
C Kyrkou, G Plastiras, T Theocharides, SI Venieris, CS Bouganis
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 967-972, 2018
1122018
Latency-driven design for FPGA-based convolutional neural networks
SI Venieris, CS Bouganis
2017 27th International Conference on Field Programmable Logic and …, 2017
1092017
Novel cascade FPGA accelerator for support vector machines classification
M Papadonikolakis, CS Bouganis
IEEE transactions on neural networks and learning systems 23 (7), 1040-1052, 2012
1072012
fpgaConvNet: Mapping regular and irregular convolutional neural networks on FPGAs
SI Venieris, CS Bouganis
IEEE transactions on neural networks and learning systems 30 (2), 326-342, 2018
1062018
GPU versus FPGA for high productivity computing
DH Jones, A Powell, CS Bouganis, PYK Cheung
2010 International Conference on Field Programmable Logic and Applications …, 2010
902010
An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era
M Shafique, T Theocharides, CS Bouganis, MA Hanif, F Khalid, R Hafız, ...
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 827-832, 2018
852018
Embedded hardware-efficient real-time classification with cascade support vector machines
C Kyrkou, CS Bouganis, T Theocharides, MM Polycarpou
IEEE transactions on neural networks and learning systems 27 (1), 99-112, 2015
792015
A novel FPGA-based SVM classifier
M Papadonikolakis, CS Bouganis
2010 International Conference on Field-Programmable Technology, 283-286, 2010
662010
Learning to fly by myself: A self-supervised cnn-based approach for autonomous navigation
A Kouris, CS Bouganis
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
562018
A scalable FPGA architecture for non-linear SVM training
M Papadonikolakis, CS Bouganis
2008 International Conference on Field-Programmable Technology, 337-340, 2008
532008
Performance comparison of GPU and FPGA architectures for the SVM training problem
M Papadonikolakis, CS Bouganis, G Constantinides
2009 International Conference on Field-Programmable Technology, 388-391, 2009
512009
Real-time image super resolution using an FPGA
O Bowen, CS Bouganis
2008 International conference on field programmable logic and applications …, 2008
492008
A heterogeneous fpga architecture for support vector machine training
M Papadonikolakis, CS Bouganis
2010 18th IEEE Annual International Symposium on Field-Programmable Custom …, 2010
432010
fpgaConvNet: Automated mapping of convolutional neural networks on FPGAs
SI Venieris, CS Bouganis
Proceedings of the 2017 ACM/SIGDA international symposium on field …, 2017
412017
Cascade^ CNN: Pushing the performance limits of quantisation in convolutional neural networks
A Kouris, SI Venieris, CS Bouganis
2018 28th International Conference on Field Programmable Logic and …, 2018
392018
Multiple light source detection
CS Bouganis, M Brookes
IEEE transactions on pattern analysis and machine intelligence 26 (4), 509-514, 2004
392004
Semi-dense SLAM on an FPGA SoC
K Boikos, CS Bouganis
2016 26th International Conference on Field Programmable Logic and …, 2016
382016
An FPGA implementation of the simplex algorithm
S Bayliss, GA Constantinides, W Luk
2006 IEEE international conference on field programmable technology, 49-56, 2006
382006
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